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116
Voted
IJCNN
2008
IEEE
15 years 8 months ago
2008
IEEE
— Effective use of support vector machines (SVMs) in classification necessitates the appropriate choice of a kernel. Designing problem specific kernels involves the definition...
98
Voted
IJCNN
2007
IEEE
15 years 8 months ago
2007
IEEE
— We present a methodology to analyze Multiple Classifiers Systems (MCS) performance, using the diversity concept. The goal is to define an alternative approach to the convention...
IJCNN
2006
IEEE
15 years 8 months ago
2006
IEEE
— Area Under the ROC Curve (AUC) is often used to evaluate ranking performance in binary classification problems. Several researchers have approached AUC optimization by approxi...
109
Voted
CIG
2005
IEEE
15 years 7 months ago
2005
IEEE
The aim of developing an agent that is able to adapt its actions in response to their effectiveness within the game provides the basis for the research presented in this paper. It ...
148
Voted
ICANN
2005
Springer
15 years 7 months ago
2005
Springer
Abstract. Radial basis function (RBF) kernels are widely used for support vector machines. But for model selection, we need to optimize the kernel parameter and the margin paramete...