572 search results - page 22 / 115 » Extended Input Space Support Vector Machine |
115
Voted
SADM
2010
14 years 11 months ago
2010
: This paper proposes twin prototype support vector machine (TVM), a constant space and sublinear time support vector machine (SVM) algorithm for online learning. TVM achieves its ...
116
Voted
JMLR
2006
15 years 20 days ago
2006
We introduce a computational design for pattern detection based on a tree-structured network of support vector machines (SVMs). An SVM is associated with each cell in a recursive ...
93
Voted
CVPR
2008
IEEE
16 years 2 months ago
2008
IEEE
Straightforward classification using kernelized SVMs requires evaluating the kernel for a test vector and each of the support vectors. For a class of kernels we show that one can ...
93
Voted
CSDA
2007
15 years 21 days ago
2007
The problem of choosing a good parameter setting for a better generalization performance in a learning task is the so-called model selection. A nested uniform design (UD) methodol...
93
Voted
NPL
2002
15 years 11 days ago
2002
The `kernel approach' has attracted great attention with the development of support vector machine (SVM) and has been studied in a general way. It offers an alternative soluti...