976 search results - page 14 / 196 » Training of Support Vector Machines with Mahalanobis Kernels |
ANNPR
2006
Springer
15 years 1 months ago
2006
Springer
We discuss incremental training of support vector machines in which we approximate the regions, where support vector candidates exist, by truncated hypercones. We generate the trun...
PRL
2006
14 years 9 months ago
2006
This paper presents a general method for incorporating prior knowledge into kernel methods such as Support Vector Machines. It applies when the prior knowledge can be formalized b...
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IJCNN
2008
IEEE
15 years 3 months ago
2008
IEEE
— Effective use of support vector machines (SVMs) in classification necessitates the appropriate choice of a kernel. Designing problem specific kernels involves the definition...
ICML
2003
IEEE
15 years 10 months ago
2003
IEEE
CORR
2007
Springer
14 years 9 months ago
2007
Springer
Support vector machines and kernel methods have recently gained considerable attention in chemoinformatics. They offer generally good performance for problems of supervised classi...