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Archive for 'Conferences' Category

Modeling selection pressure in XCS for proportionate and tournament selection

14 February 2007

by Orriols-Puig A., Sastry K., Lanzi, P. L., Goldberg, D. E., Bernadó-Mansilla E. (2007). IlliGAL Report No. 2007004. University of Illinois at Urbana-Champaign, Urbana IL. [Full paper - PDF] [Full paper - PS].

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Modeling XCS in Class Imbalances: Population Size and Parameter Settings

3 February 2007

by Orriols-Puig A., Goldberg D.E., Sastry K., and Bernadó-Mansilla E. (2007). Illigal Report No. 2007001. University of Illinois at Urbana-Champaign, Urbana IL.[Full paper - PDF] [Full Paper - PS]

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Bounding XCS’s Parameters for Unbalanced Datasets

27 September 2006

by Albert Orriols-Puig and Ester Bernadó-Mansilla. Proceedings of the 8th annual Conference on Genetic and Evolutionary Computation. Pages 1561 - 1568. Seattle, WA.

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Class Imbalance Problem in UCS Classifier System: Fitness Adaptation

2 September 2006

by Albert Orriols-Puig and Ester Bernadó-Mansilla. Proceedings of the 2005 IEEE Congress on Evolutionary Computation (CEC2005. Volume 1). Edimburgh (UK, 2005) 604-611

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