571 search results - page 1 / 115 » Incremental Support Vector Machine Learning: A Local Approac... |
114
Voted
ICANN
2001
Springer
15 years 5 months ago
2001
Springer
Abstract. In this paper, we propose and study a new on-line algorithm for learning a SVM based on Radial Basis Function Kernel: Local Incremental Learning of SVM or LISVM. Our meth...
111
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ICPR
2010
IEEE
15 years 1 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...
115
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ICANN
2005
Springer
15 years 6 months ago
2005
Springer
Although Support Vector Machines (SVMs) have been successfully applied to solve a large number of classification and regression problems, they suffer from the catastrophic forgetti...
121
Voted
TNN
2010
14 years 7 months ago
2010
We propose a multiple incremental decremental algorithm of Support Vector Machine (SVM). Conventional single incremental decremental SVM can update the trained model efficiently w...
