Archive for 'Books Chapters' Category
The Class Imbalance Problem in UCS Classifier System: A Preliminary Study
15 October 2007by Albert Orriols-Puig and Ester Bernadó-Mansilla. Learning Classifier Systems, LNCS, Volume 4399/2007. [Full paper - Springer].
Substructrual surrogates for learning decomposable classification problems: Implementation and first results
12 April 2007Orriols-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].
A Further Look at UCS Classifier System
27 September 2006by Albert Orriols-Puig and Ester Bernadó-Mansilla. Proceedings of the 8th annual Conference on Genetic and Evolutionary Computation Worshop Program. Seattle, WA.
Data Complexity and Evolutionary Learning: Classifier’s Behavior and Domain of Competence
27 September 2006by Ester Bernadó-Mansilla, Tin K. Ho and Albert Orriols-Puig. In Data Complexity in Pattern Recognition, (Advanced Information and Knowledge Processing), pages xxx-xxx, 2006, Springer.
The Class Imbalance Problem in UCS Classifier System: A Preliminary Study
3 September 2006by Albert Orriols-Puig and Ester Bernadó-Mansilla. Advances at the frontier of LCS. Springer 2006 (in press).
Analysis of Reduction Algorithms for XCS Classifier System
1 September 2006by Albert Orriols-Puig and Ester Bernadó-Mansilla. In Analysis of Reduction Algorithms for XCS Classifier System. In: J. Vitrià, P. Radera, I. Aguiló (Eds.) Recent Advances in Artificial Intelligence Research and Development, IOS Press, 2004, 383-390