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» Infinite Ensemble Learning with Support Vector Machines
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BMCBI
2007
82views more  BMCBI 2007»
14 years 9 months ago
Glycosylation site prediction using ensembles of Support Vector Machine classifiers
Cornelia Caragea, Jivko Sinapov, Adrian Silvescu, ...
MCS
2005
Springer
15 years 3 months ago
Ensemble of SVMs for Incremental Learning
Support Vector Machines (SVMs) have been successfully applied to solve a large number of classification and regression problems. However, SVMs suffer from the catastrophic forgetti...
Zeki Erdem, Robi Polikar, Fikret S. Gürgen, N...
97
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ANNPR
2006
Springer
15 years 1 months ago
Fast Training of Linear Programming Support Vector Machines Using Decomposition Techniques
Abstract. Decomposition techniques are used to speed up training support vector machines but for linear programming support vector machines (LP-SVMs) direct implementation of decom...
Yusuke Torii, Shigeo Abe