2055 search results - page 241 / 411 » Nested support vector machines |
169
click to vote
CIVR
2005
Springer
15 years 9 months ago
2005
Springer
Multiple Instance Learning (MIL) is a special kind of supervised learning problem that has been studied actively in recent years. We propose an approach based on One-Class Support ...
125
click to vote
ISNN
2005
Springer
15 years 9 months ago
2005
Springer
It is important in bioinformatics research and applications to select or discover informative genes of a tumor from microarray data. However, most of the existing methods are based...
136
Voted
ICNC
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. Through task decomposition and module combination, minmax modular support vector machines (M3 -SVMs) can be successfully used for difficult pattern classification task. ...
131
Voted
COLT
2004
Springer
15 years 9 months ago
2004
Springer
One of the nice properties of kernel classifiers such as SVMs is that they often produce sparse solutions. However, the decision functions of these classifiers cannot always be u...
99
Voted
KES
2004
Springer
15 years 9 months ago
2004
Springer
Measurement of the evolution properties of solar flares through their complete cyclic development is crucial in the studies of Solar Physics. From analysis of solar Hα images, we...