756 search results - page 8 / 152 » Incremental Training of Multiclass Support Vector Machines |
ICASSP
2010
IEEE
14 years 9 months ago
2010
IEEE
When building a classifier from clean training data for a particular test environment, knowledge about the environmental noise and channel should be taken into account. We propos...
PR
2007
14 years 9 months ago
2007
Tuning SVM hyperparameters is an important step in achieving a high-performance learning machine. It is usually done by minimizing an estimate of generalization error based on the...
ICML
2003
IEEE
15 years 10 months ago
2003
IEEE
85
Voted
CVPR
2006
IEEE
15 years 11 months ago
2006
IEEE
We consider visual category recognition in the framework of measuring similarities, or equivalently perceptual distances, to prototype examples of categories. This approach is qui...
ICPR
2010
IEEE
14 years 9 months ago
2010
IEEE
The incremental updating of classifiers implies that their internal parameter values can vary according to incoming data. As a result, in order to achieve high performance, incre...