1157 search results - page 30 / 232 » A kernel path algorithm for support vector machines |
ICPR
2008
IEEE
14 years 3 months ago
2008
IEEE
In the solution path algorithm of support vector regression, the penalty for violation of the required error is considered equally for every training sample, which means every tra...
SAC
2006
ACM
14 years 2 months ago
2006
ACM
Traditional Data Mining and Knowledge Discovery algorithms assume free access to data, either at a centralized location or in federated form. Increasingly, privacy and security co...
NIPS
2000
13 years 10 months ago
2000
We investigate a new kernel
NIPS
2007
13 years 10 months ago
2007
This paper considers kernels invariant to translation, rotation and dilation. We show that no non-trivial positive definite (p.d.) kernels exist which are radial and dilation inv...
MICCAI
2006
Springer
14 years 9 months ago
2006
Springer
Abstract. The support vector domain description is a one-class classification method that estimates the shape and extent of the distribution of a data set. This separates the data ...