964 search results - page 2 / 193 » Incremental and Decremental Support Vector Machine Learning |
ICML
2003
IEEE
14 years 6 months ago
2003
IEEE
SDM
2009
SIAM
14 years 2 months ago
2009
SIAM
This paper proposes Twin Vector Machine (TVM), a constant space and sublinear time Support Vector Machine (SVM) algorithm for online learning. TVM achieves its favorable scaling b...
DAWAK
2003
Springer
13 years 10 months ago
2003
Springer
ICPR
2010
IEEE
13 years 5 months ago
2010
IEEE
The incremental updating of classifiers implies that their internal parameter values can vary according to incoming data. As a result, in order to achieve high performance, incre...
ICPR
2000
IEEE
14 years 6 months ago
2000
IEEE
An algorithmfor data condensation using support vector machines (SVM's)is presented. The algorithm extracts datapoints lying close to the class boundaries,whichform a much re...