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» Evolutionary Radial Basis Functions for Credit Assessment
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APIN
2005
127views more  APIN 2005»
13 years 6 months ago
Evolutionary Radial Basis Functions for Credit Assessment
Credit analysts generally assess the risk of credit applications based on their previous experience. They frequently employ quantitative methods to this end. Among the methods used...
Estefane G. M. de Lacerda, André Carlos Pon...
IJON
2006
103views more  IJON 2006»
13 years 6 months ago
Evolutionary system for automatically constructing and adapting radial basis function networks
This article presents a new system for automatically constructing and training radial basis function networks based on original evolutionary computing methods. This system, called...
Daniel Manrique, Juan Rios, Alfonso Rodrígu...
GECCO
2005
Springer
195views Optimization» more  GECCO 2005»
14 years 19 hour ago
Evolutionary strategies for multi-scale radial basis function kernels in support vector machines
In support vector machines (SVM), the kernel functions which compute dot product in feature space significantly affect the performance of classifiers. Each kernel function is suit...
Tanasanee Phienthrakul, Boonserm Kijsirikul
GECCO
2005
Springer
155views Optimization» more  GECCO 2005»
14 years 19 hour ago
A pareto archive evolutionary strategy based radial basis function neural network training algorithm for failure rate prediction
This paper outlines a radial basis function neural network approach to predict the failures in overhead distribution lines of power delivery systems. The RBF networks are trained ...
Grant Cochenour, Jerad Simon, Sanjoy Das, Anil Pah...
HAIS
2010
Springer
13 years 11 months ago
Evolutionary q-Gaussian Radial Basis Functions for Binary-Classification
F. Fernández-Navarro, César Herv&aac...