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» Optimization on Support Vector Machines
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ESANN
2004
13 years 8 months ago
On-line support vector machines and optimization strategies
Juan Manuel Górriz, Carlos García Pu...
WADS
2001
Springer
80views Algorithms» more  WADS 2001»
13 years 12 months ago
Optimization over Zonotopes and Training Support Vector Machines
Marshall W. Bern, David Eppstein
IJCNN
2000
IEEE
13 years 11 months ago
Optimization on Support Vector Machines
João Pedro Pedroso, Noboru Murata
DAM
2008
83views more  DAM 2008»
13 years 7 months ago
Multi-group support vector machines with measurement costs: A biobjective approach
Support Vector Machine has shown to have good performance in many practical classification settings. In this paper we propose, for multi-group classification, a biobjective optimi...
Emilio Carrizosa, Belen Martin-Barragan, Dolores R...
NECO
2008
108views more  NECO 2008»
13 years 7 months ago
An SMO Algorithm for the Potential Support Vector Machine
We describe a fast Sequential Minimal Optimization (SMO) procedure for solving the dual optimization problem of the recently proposed Potential Support Vector Machine (P-SVM). The...
Tilman Knebel, Sepp Hochreiter, Klaus Obermayer