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ICANN
2007
Springer
15 years 11 months ago
Unbiased SVM Density Estimation with Application to Graphical Pattern Recognition
Abstract. Classification of structured data (i.e., data that are represented as graphs) is a topic of interest in the machine learning community. This paper presents a different,...
Edmondo Trentin, Ernesto Di Iorio
139
Voted
PKDD
2009
Springer
132views Data Mining» more  PKDD 2009»
15 years 11 months ago
Decomposition Algorithms for Training Large-Scale Semiparametric Support Vector Machines
Sangkyun Lee, Stephen J. Wright
100
Voted
WADS
2001
Springer
80views Algorithms» more  WADS 2001»
15 years 9 months ago
Optimization over Zonotopes and Training Support Vector Machines
Marshall W. Bern, David Eppstein
101
Voted
CVPR
1997
IEEE
15 years 9 months ago
Training Support Vector Machines: an Application to Face Detection
Edgar Osuna, Robert Freund, Federico Girosi