656 search results - page 1 / 132 » Proximal support vector machine classifiers |
KDD
2001
ACM
14 years 5 months ago
2001
ACM
Given a dataset, each element of which labeled by one of k labels, we construct by a very fast algorithm, a k-category proximal support vector machine (PSVM) classifier. Proximal s...
HIS
2001
13 years 6 months ago
2001
In this paper we describe a method for data set reduction by effective use of Multi-category Proximal Support Vector Machine (MPSVM). By using the Linear MPSVM Formulation in an it...
PAMI
2006
13 years 5 months ago
2006
A new approach to support vector machine (SVM) classification is proposed wherein each of two data sets are proximal to one of two distinct planes that are not parallel to each oth...
CISIS
2010
IEEE
13 years 10 months ago
2010
IEEE
ICPR
2004
IEEE
14 years 6 months ago
2004
IEEE
Voronoi condensing reduces training patterns of nearest neighbor classifiers without changing the classification boundaries. This method plays important roles not only in the near...