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AAAI
2006
15 years 3 months ago
Closest Pairs Data Selection for Support Vector Machines
This paper presents data selection procedures for support vector machines (SVM). The purpose of data selection is to reduce the dataset by eliminating as many non support vectors ...
Chaofan Sun
112
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PKDD
2009
Springer
132views Data Mining» more  PKDD 2009»
15 years 8 months ago
Decomposition Algorithms for Training Large-Scale Semiparametric Support Vector Machines
Sangkyun Lee, Stephen J. Wright
ICTAI
2003
IEEE
15 years 7 months ago
Feature Selection for Support Vector Machines by Means of Genetic Algorithms
Holger Fröhlich, Olivier Chapelle, Bernhard S...
MST
2008
86views more  MST 2008»
15 years 2 months ago
Provably Fast Training Algorithms for Support Vector Machines
José L. Balcázar, Yang Dai, Junichi ...