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DATAMINE
1998
145views more  DATAMINE 1998»
13 years 8 months ago
A Tutorial on Support Vector Machines for Pattern Recognition
The tutorial starts with an overview of the concepts of VC dimension and structural risk minimization. We then describe linear Support Vector Machines (SVMs) for separable and non-...
Christopher J. C. Burges
BIOINFORMATICS
2005
51views more  BIOINFORMATICS 2005»
13 years 8 months ago
Fold recognition by combining profile-profile alignment and support vector machine
Sangjo Han, Byung-chul Lee, Seung Taek Yu, Chan-se...
PAMI
1998
78views more  PAMI 1998»
13 years 7 months ago
Support Vector Machines for 3D Object Recognition
Massimiliano Pontil, Alessandro Verri
NIPS
2000
13 years 9 months ago
Feature Selection for SVMs
We introduce a method of feature selection for Support Vector Machines. The method is based upon finding those features which minimize bounds on the leave-one-out error. This sear...
Jason Weston, Sayan Mukherjee, Olivier Chapelle, M...