84 search results - page 9 / 17 » Support vector regression from simulation data and few exper... |
114
Voted
MCS
2005
Springer
15 years 9 months 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...
127
Voted
IJCNN
2006
IEEE
15 years 9 months ago
2006
IEEE
— This paper reports a new document retrieval method using non-relevant documents. Especially, this paper reports a comparison of retrieval efficiency between One Class Support ...
141
Voted
CIBCB
2005
IEEE
15 years 9 months ago
2005
IEEE
Feature selection is an important preprocessing technique for many pattern recognition problems. When the number of features is very large while the number of samples is relatively...
127
Voted
SDM
2009
SIAM
16 years 27 days 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...
127
Voted
DATAMINE
2006
15 years 3 months ago
2006
Clustering with partial supervision finds its application in situations where data is neither entirely nor accurately labeled. This paper discusses a semisupervised clustering algo...