1760 search results - page 13 / 352 » A New Support Vector Machine for Data Mining |
104
click to vote
ICDM
2007
IEEE
15 years 9 months ago
2007
IEEE
Supervised learning is a classic data mining problem where one wishes to be be able to predict an output value associated with a particular input vector. We present a new twist on...
137
click to vote
IJCNN
2000
IEEE
15 years 7 months ago
2000
IEEE
We propose to solve a text categorization task using a new metric between documents, based on a priori semantic knowledge about words. This metric can be incorporated into the def...
140
click to vote
ICPR
2010
IEEE
15 years 3 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...
125
click to vote
ISNN
2005
Springer
15 years 8 months ago
2005
Springer
Abstract. The present study investigates a geometrical method for optimizing the kernel function of a support vector machine. The method is an improvement of the one proposed in [4...
156
click to vote
KSEM
2009
Springer
15 years 9 months ago
2009
Springer
Abstract. Support Vector Machines (SVM) have been applied successfully in a wide variety of fields in the last decade. The SVM problem is formulated as a convex objective function...