2166 search results - page 219 / 434 » Support Vector Regression Machines |
121
Voted
VISUAL
2005
Springer
15 years 9 months ago
2005
Springer
The paper describes an innovative image annotation tool, based on a multi-class Support Vector Machine, for classifying image pixels in one of seven classes - sky, skin, vegetation...
161
Voted
ERCIMDL
2003
Springer
15 years 9 months ago
2003
Springer
Abstract. This paper presents an approach to automatically subject index fulltext documents with multiple labels based on binary support vector machines (SVM). The aim was to test ...
109
Voted
SDM
2010
SIAM
15 years 5 months ago
2010
SIAM
The high computational cost of nonlinear support vector machines has limited their usability for large-scale problems. We propose two novel stochastic algorithms to tackle this pr...
108
Voted
JCP
2006
15 years 3 months ago
2006
Compared with conventional two-class learning schemes, one-class classification simply uses a single class in the classifier training phase. Applying one-class classification to le...
121
Voted
SIGIR
2008
ACM
15 years 3 months ago
2008
ACM
The results of the 2006 ECML/PKDD Discovery Challenge suggest that semi-supervised learning methods work well for spam filtering when the source of available labeled examples diff...