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» The support vector decomposition machine
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152
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RSFDGRC
2005
Springer
15 years 12 months ago
Reducing the Storage Requirements of 1-v-1 Support Vector Machine Multi-classifiers
Pawan Lingras, Cory J. Butz
114
Voted
SAC
2004
ACM
15 years 12 months ago
Multidimensional support vector machines for visualization of gene expression data
Daisuke Komura, Hiroshi Nakamura, Shuichi Tsutsumi...
ECAI
2004
Springer
15 years 12 months ago
A Generalized Quadratic Loss for Support Vector Machines
The standard SVM formulation for binary classification is based on the Hinge loss function, where errors are considered not correlated. Due to this, local information in the featu...
Filippo Portera, Alessandro Sperduti
127
Voted
SGAI
2004
Springer
15 years 11 months ago
Support Vector Machines of Interval-based Features for Time Series Classification
Juan José Rodríguez, Carlos J. Alons...