2097 search results - page 102 / 420 » Normalization in Support Vector Machines |
136
click to vote
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We propose a novel approach that reduces cost-sensitive classification to one-sided regression. The approach stores the cost information in the regression labels and encodes the m...
126
click to vote
MICCAI
2010
Springer
15 years 1 months ago
2010
Springer
We address a novel problem domain in the analysis of optical coherence tomography (OCT) images: the diagnosis of multiple macular pathologies in retinal OCT images. The goal is to ...
126
click to vote
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
In this paper, we propose two new support vector approaches for ordinal regression, which optimize multiple thresholds to define parallel discriminant hyperplanes for the ordinal ...
120
click to vote
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
A geometric construction is presented which is shown to be an effective tool for understanding and implementing multi-category support vector classification. It is demonstrated ho...
116
click to vote
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
This paper presents a Support Vector Method for optimizing multivariate nonlinear performance measures like the F1score. Taking a multivariate prediction approach, we give an algo...