Albert Orriols Homepage

Archive for 2007

The Class Imbalance Problem in UCS Classifier System: A Preliminary Study

15 October 2007

by Albert Orriols-Puig and Ester Bernadó-Mansilla. Learning Classifier Systems, LNCS, Volume 4399/2007. [Full paper - Springer].

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Substructrual surrogates for learning decomposable classification problems: Implementation and first results

12 April 2007

Orriols-Puig A., Sastry K., Goldberg D. E., Bernadó-Mansilla E. (2007). IlliGAL Report No. 2007010. University of Illinois at Urbana-Champaign, Urbana IL. [Full paper - PDF] [Full paper - PS].

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Extended compact genetic algorithm in matlab

12 April 2007

Sastry, K., Orriols-Puig, A. (2007). IlliGAL Report No. 2007009. University of Illinois at Urbana-Champaign, Urbana IL. [Documentation - PDF] [Documentation - PS] [Download source code].

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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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