450 search results - page 4 / 90 » On-line support vector machines and optimization strategies |
SAC
2009
ACM
14 years 17 days ago
2009
ACM
In active learning based music retrieval systems, providing multiple samples to the user for feedback is very necessary. In this paper, we present a new multi-samples selection st...
ICML
2003
IEEE
14 years 6 months ago
2003
IEEE
ICML
2007
IEEE
14 years 6 months ago
2007
IEEE
We study the problem of learning kernel machines transductively for structured output variables. Transductive learning can be reduced to combinatorial optimization problems over a...
AUSDM
2006
Springer
13 years 9 months ago
2006
Springer
The support vector machine (SVM) is a wellestablished and accurate supervised learning method for the classification of data in various application fields. The statistical learnin...
FLAIRS
2003
13 years 7 months ago
2003
Support vector machines (SVMs) are regularly used for classification of unbalanced data by weighting more heavily the error contribution from the rare class. This heuristic techn...