978 search results - page 147 / 196 » Infinite Ensemble Learning with Support Vector Machines |
106
click to vote
ISMIR
2005
Springer
15 years 7 months ago
2005
Springer
Melodies provide an important conceptual summarization of polyphonic audio. The extraction of melodic content has practical applications ranging from content-based audio retrieval...
110
click to vote
COLT
2004
Springer
15 years 7 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...
131
click to vote
AMS
2007
Springer
15 years 6 months ago
2007
Springer
When an outdoor mobile robot traverses different types of ground surfaces, different types of vibrations are induced in the body of the robot. These vibrations can be used to learn...
142
click to vote
DAGM
2007
Springer
15 years 5 months ago
2007
Springer
Cascades of classifiers constitute an important architecture for fast object detection. While boosting of simple (weak) classifiers provides an established framework, the design of...
ESANN
2008
15 years 3 months ago
2008
This paper presents a review of methodology for semi-supervised modeling with kernel methods, when the manifold assumption is guaranteed to be satisfied. It concerns environmental ...