420 search results - page 5 / 84 » Regularization Networks and Support Vector Machines |
147
Voted
NCA
2010
IEEE
15 years 4 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...
109
Voted
ICANN
2005
Springer
15 years 11 months ago
2005
Springer
155
Voted
INFORMATICALT
2007
15 years 5 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...
161
Voted
NECO
2008
15 years 5 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...