46 search results - page 1 / 10 » Ensemble of SVMs for Incremental Learning |
MCS
2005
Springer
14 years 10 days ago
2005
Springer
Support Vector Machines (SVMs) have been successfully applied to solve a large number of classification and regression problems. However, SVMs suffer from the catastrophic forgetti...
ICANN
2005
Springer
14 years 9 days 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...
IJAIT
2007
13 years 6 months ago
2007
IJCAI
2007
13 years 8 months ago
2007
The training of support vector machines (SVM) involves a quadratic programming problem, which is often optimized by a complicated numerical solver. In this paper, we propose a muc...
ISCIS
2005
Springer
14 years 11 days ago
2005
Springer
Support Vector Machines (SVMs) have been applied to solve the classification of volatile organic compounds (VOC) data in some recent studies. SVMs provide good generalization perfo...