2326 search results - page 24 / 466 » Optimization on Support Vector Machines |
116
Voted
IWANN
2001
Springer
15 years 7 months ago
2001
Springer
A novel approach to calculate the generalization error of the support vector machines and a new support vector machine–nonsymmatic support vector machine–is proposed here. Our ...
113
Voted
NCA
2010
IEEE
15 years 1 months ago
2010
IEEE
The Support Vector Machine (SVM) is an interesting classifier with excellent power of generalization. In this paper, we consider applying the SVM to semi-supervised learning. We p...
106
Voted
ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
164
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CVPR
2001
IEEE
16 years 4 months ago
2001
IEEE
To utilize CT or MRI images for computer aided diagnosis applications, robust features that represent 3-D image data need to be constructed and subsequently used by a classificati...
126
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ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
In this paper, we extend the recently proposed Core Vector Machine algorithm to the regression setting by generalizing the underlying minimum enclosing ball problem. The resultant...