2033 search results - page 244 / 407 » Semi-Supervised Support Vector Machines |
166
Voted
CIVR
2005
Springer
15 years 9 months ago
2005
Springer
Multiple Instance Learning (MIL) is a special kind of supervised learning problem that has been studied actively in recent years. We propose an approach based on One-Class Support ...
108
Voted
ICADL
2005
Springer
15 years 9 months ago
2005
Springer
As tools and systems for producing and disseminating image data have improved significantly in recent years, the volume of digital images has grown rapidly. An efficient mechanism ...
125
Voted
ICANN
2005
Springer
15 years 9 months ago
2005
Springer
This paper presents a new method for the selection of the two hyperparameters of Least Squares Support Vector Machine (LS-SVM) approximators with Gaussian Kernels. The two hyperpar...
120
Voted
ISNN
2005
Springer
15 years 9 months ago
2005
Springer
It is important in bioinformatics research and applications to select or discover informative genes of a tumor from microarray data. However, most of the existing methods are based...
115
Voted
ISNN
2005
Springer
15 years 9 months ago
2005
Springer
This paper presents two non-parametric statistical test methods, called Kolmogorov-Smirnov (KS) and U statistic test methods, respectively, for informative gene selection of a tumo...