2033 search results - page 62 / 407 » Ellipsoidal Support Vector Machines |
125
click to vote
GECCO
2007
Springer
15 years 5 months ago
2007
Springer
Recently, evolutionary computation has been successfully integrated into statistical learning methods. A Support Vector Machine (SVM) using evolution strategies for its optimizati...
CVPR
2008
IEEE
16 years 3 months ago
2008
IEEE
Straightforward classification using kernelized SVMs requires evaluating the kernel for a test vector and each of the support vectors. For a class of kernels we show that one can ...
126
click to vote
CVPR
2004
IEEE
16 years 3 months ago
2004
IEEE
In this paper, we first develop a direct Bayesian based Support Vector Machine by combining the Bayesian analysis with the SVM. Unlike traditional SVM-based face recognition metho...
108
click to vote
ISBI
2008
IEEE
16 years 2 months ago
2008
IEEE
The Support Vector Machine (SVM) is a powerful tool for classification. We generalize SVM to work with data objects that are naturally understood to be lying on curved manifolds, ...
109
click to vote
OSDI
2008
ACM
16 years 1 months ago
2008
ACM
Mitigating the impact of computer failure is possible if accurate failure predictions are provided. Resources, applications, and services can be scheduled around predicted failure...