420 search results - page 5 / 84 » Regularization Networks and Support Vector Machines |
76
Voted
NCA
2010
IEEE
14 years 8 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...
ICANN
1997
Springer
15 years 1 months ago
1997
Springer
ICANN
2005
Springer
15 years 3 months ago
2005
Springer
INFORMATICALT
2007
14 years 9 months ago
2007
In this paper we propose a modified framework of support vector machines, called Oblique Support Vector Machines(OSVMs), to improve the capability of classification. The principl...
NECO
2008
14 years 9 months ago
2008
We describe a fast Sequential Minimal Optimization (SMO) procedure for solving the dual optimization problem of the recently proposed Potential Support Vector Machine (P-SVM). The...