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Effective and Reliable Online Classification Combining XCS with EDA Mechanisms

, , , and . Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications, Springer-Verlag, Berlin Heidelberg, (2006)

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Data Mining in Learning Classifier Systems: Comparing XCS with GAssist, and . IlliGAL report, 2004030. Illinois Genetic Algorithms Laboratory, University of Illinois at Urbana-Champaign, (2004)Online Adaptation in Learning Classifier Systems: Stream Data Mining, , , and . IlliGAL report, 2004031. Illinois Genetic Algorithms Laboratory, University of Illinois at Urbana-Champaign, (2004)XCSJava 1.0: An implementation of the XCS classifier system in Java. IlliGAL report, 2000027. Illinois Genetic Algorithms Laboratory, University of Illinois at Urbana-Champaign, (2000)Automated global structure extraction for effective local building block processing in XCS, , , and . Evolutionary Computation, (2006)Anticipation for Learning, Cognition, and Education. On the Horizon, (2004)Effective and Reliable Online Classification Combining XCS with EDA Mechanisms, , , and . Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications, Springer-Verlag, Berlin Heidelberg, (2006)Towards an Adaptive Hierarchical Anticipatory Behavioral Control System, , and . From Reactive to Anticipatory Cognitive Embodied Systems: Papers from the AAAI Fall Symposium, page 83-90. Menlo Park, CA, AAAI Press, (2005)Learning to Select Targets within Targets in Reaching Tasks, , , and . 6th IEEE International Conference on Development and Learning, (2007)Investigating Genetic Generalization in the Anticipatory Classifier System, , and . Parallel Problem Solving from Nature - PPSN VI, (2000)How XCS evolves accurate classifiers, , , and . Genetic and Evolutionary Computation Conference, GECCO 2001, (2001)