756 search results - page 69 / 152 » Incremental Training of Multiclass Support Vector Machines |
158
Voted
ISCIS
2005
Springer
15 years 9 months ago
2005
Springer
Support Vector Machines (SVMs) have been applied to solve the classification of volatile organic compounds (VOC) data in some recent studies. SVMs provide good generalization perfo...
166
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We introduce into the classical Perceptron algorithm with margin a mechanism of unlearning which in the course of the regular update allows for a reduction of possible contributio...
149
Voted
AUSAI
2008
Springer
15 years 5 months ago
2008
Springer
Classifiers are traditionally learned using sets of positive and negative training examples. However, often a classifier is required, but for training only an incomplete set of pos...
154
Voted
IJCAI
2007
15 years 5 months ago
2007
Recently, significant progress has been made on learning structured predictors via coordinated training algorithms such as conditional random fields and maximum margin Markov ne...
127
Voted
ICPR
2010
IEEE
15 years 6 months ago
2010
IEEE
Training datasets for object detection problems are typically very large and Support Vector Machine (SVM) implementations are computationally complex. As opposed to these complex ...