2166 search results - page 10 / 434 » Support Vector Regression Machines |
101
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KDD
2005
ACM
16 years 25 days ago
2005
ACM
We propose a simple yet potentially very effective way of visualizing trained support vector machines. Nomograms are an established model visualization technique that can graphica...
75
Voted
CORR
2007
Springer
15 years 12 days ago
2007
Springer
Support vector machines and kernel methods have recently gained considerable attention in chemoinformatics. They offer generally good performance for problems of supervised classi...
138
Voted
KES
2000
Springer
15 years 4 months ago
2000
Springer
An approach to multi-view face detection based on head pose estimation is presented in this paper. Support Vector Regression is employed to solve the problem of pose estimation. T...
103
Voted
IWANN
2009
Springer
15 years 7 months ago
2009
Springer
This work proposes the use of maximal variation analysis for feature selection within least squares support vector machines for survival analysis. Instead of selecting a subset of ...
83
Voted
ICDM
2007
IEEE
15 years 6 months ago
2007
IEEE
Censored targets, such as the time to events in survival analysis, can generally be represented by intervals on the real line. In this paper, we propose a novel support vector tec...