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» Rotation-based ensembles of RBF networks
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SNPD
2003
13 years 6 months ago
RBF Networks from Boosted Rules
A novel method for constructing RBF networks is presented. It is based on Boosting, an ensemble method that combines several classifiers obtained using any other classification ...
Juan José Rodríguez, Vanesa Paniego,...
IWANN
2005
Springer
13 years 10 months ago
Bias and Variance of Rotation-Based Ensembles
Abstract. In Machine Learning, ensembles are combination of classifiers. Their objective is to improve the accuracy. In previous works, we have presented a method for the generati...
Juan José Rodríguez, Carlos J. Alons...
ESANN
2006
13 years 6 months ago
Rotation-based ensembles of RBF networks
Abstract. Ensemble methods allow to improve the accuracy of classification methods. This work considers the application of one of these methods, named Rotation-based, when the clas...
Juan José Rodríguez, Jesús Ma...
FGR
2002
IEEE
200views Biometrics» more  FGR 2002»
13 years 9 months ago
An Investigation into the Use of Partial-Faces for Face Recognition
Even though numerous techniques for face recognition have been explored over the years, most research has primarily focussed on identification from full frontal/profile facial ima...
Srinivas Gutta, Vasanth Philomin, Miroslav Trajkov...
JACIII
2008
79views more  JACIII 2008»
13 years 4 months ago
RBF Networks Ensemble Construction based on Evolutionary Multi-objective Optimization
Nobuhiko Kondo, Toshiharu Hatanaka, Katsuji Uosaki