2033 search results - page 245 / 407 » Semi-Supervised Support Vector Machines |
116
Voted
MCS
2005
Springer
15 years 9 months ago
2005
Springer
Support Vector Machines (SVMs) have been successfully applied to solve a large number of classification and regression problems. However, SVMs suffer from the catastrophic forgetti...
130
Voted
SCIA
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. We address the problem of incorporating transformation invariance in kernels for pattern analysis with kernel methods. We introduce a new class of kernels by so called Ha...
126
Voted
COLT
2004
Springer
15 years 9 months ago
2004
Springer
One of the nice properties of kernel classifiers such as SVMs is that they often produce sparse solutions. However, the decision functions of these classifiers cannot always be u...
143
Voted
IEAAIE
2004
Springer
15 years 9 months ago
2004
Springer
Abstract. The aim of our research was to apply well-known data mining techniques (such as linear neural networks, multi-layered perceptrons, probabilistic neural networks, classifi...
KES
2004
Springer
15 years 9 months ago
2004
Springer
Measurement of the evolution properties of solar flares through their complete cyclic development is crucial in the studies of Solar Physics. From analysis of solar Hα images, we...