2326 search results - page 124 / 466 » Optimization on Support Vector Machines |
CEC
2007
IEEE
15 years 2 months ago
2007
IEEE
In this work we compare the use of a Particle Swarm Optimization (PSO) and a Genetic Algorithm (GA) (both augmented with Support Vector Machines SVM) for the classification of high...
MLMI
2005
Springer
15 years 3 months ago
2005
Springer
We show that, using a Support Vector Machine classifier, it is possible to determine with a 75% success rate who dominated a particular meeting on the basis of a few basic feature...
ICDAR
2005
IEEE
15 years 3 months ago
2005
IEEE
In this paper, we propose a new approach for identifying the language type of character images. We do this by classifying individual character images to determine the language bou...
PKDD
2010
Springer
14 years 8 months ago
2010
Springer
Abstract. In this paper, we present an extensive study of the cuttingplane algorithm (CPA) applied to structural kernels for advanced text classification on large datasets. In par...
NCA
2008
IEEE
14 years 10 months ago
2008
IEEE
Three extensions to the Kernel-AdaTron training algorithm for Support Vector Machine classifier learning are presented. These extensions allow the trained classifier to adhere more...