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APIN
2005
127views more  APIN 2005»
13 years 10 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...
GECCO
2008
Springer
118views Optimization» more  GECCO 2008»
13 years 11 months ago
Unsupervised learning of echo state networks: balancing the double pole
A possible alternative to fine topology tuning for Neural Network (NN) optimization is to use Echo State Networks (ESNs), recurrent NNs built upon a large reservoir of sparsely r...
Fei Jiang, Hugues Berry, Marc Schoenauer
GECCO
2007
Springer
163views Optimization» more  GECCO 2007»
14 years 4 months ago
Discovering event evidence amid massive, dynamic datasets
Automated event extraction remains a very difficult challenge requiring information analysts to manually identify key events of interest within massive, dynamic data. Many techniq...
Robert M. Patton, Thomas E. Potok
DAC
1999
ACM
14 years 2 months ago
A Practical Approach to Multiple-Class Retiming
Retiming is an optimization technique for synchronous circuits introduced by Leiserson and Saxe in 1983. Although powerful, retiming is not very widely used because it does not ha...
Klaus Eckl, Jean Christophe Madre, Peter Zepter, C...
ROBIO
2006
IEEE
123views Robotics» more  ROBIO 2006»
14 years 4 months ago
Evolutionary Robotics, Anticipation and the Reality Gap
— Evolutionary Robotics provide efficient tools and approach to address automatic design of controllers for automous mobile robots. However, the computational cost of the optimi...
Cédric Hartland, Nicolas Bredeche