236 search results - page 2 / 48 » The Equivalence of Support Vector Machine and Regularization... |
ICANN
2005
Springer
13 years 10 months ago
2005
Springer
CORR
2008
Springer
13 years 4 months ago
2008
Springer
We consider two new formulations for classification problems in the spirit of support vector machines based on robust optimization. Our formulations are designed to build in prote...
IWANN
2009
Springer
13 years 11 months ago
2009
Springer
This work proposes the use of maximal variation analysis for feature selection within least squares support vector machines for survival analysis. Instead of selecting a subset of ...
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
IWANN
2001
Springer
13 years 9 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 ...