326 search results - page 19 / 66 » Version Space Support Vector Machines |
102
click to vote
ICML
2005
IEEE
16 years 19 days ago
2005
IEEE
In this paper, we extend the recently proposed Core Vector Machine algorithm to the regression setting by generalizing the underlying minimum enclosing ball problem. The resultant...
135
click to vote
CVPR
2001
IEEE
16 years 1 months ago
2001
IEEE
To utilize CT or MRI images for computer aided diagnosis applications, robust features that represent 3-D image data need to be constructed and subsequently used by a classificati...
108
click to vote
ECCV
2010
Springer
15 years 29 days ago
2010
Springer
In this paper, we present a method for object of interest detection. This method is statistical in nature and hinges in a model which combines salient features using a mixture of l...
118
click to vote
CVPR
2011
IEEE
14 years 3 months ago
2011
IEEE
In this paper we address the two-class classification problem within the tensor-based framework, by formulating the Support Tucker Machines (STuMs). More precisely, in the propos...
ICML
2004
IEEE
16 years 19 days ago
2004
IEEE
We compute a common feature selection or kernel selection configuration for multiple support vector machines (SVMs) trained on different yet inter-related datasets. The method is ...