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    IWCLS
    2007
    Springer
    129views Machine Learning» more  IWCLS 2007»
    Empirical Evaluation of Ensemble Techniques for a Pittsburgh Learning Classifier System
    13 years 11 months ago
    Empirical Evaluation of Ensemble Techniques for a Pittsburgh Learning Classifier System
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    Jaume Bacardit, Natalio Krasnogor
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    IWCLS
    2007
    Springer
    176views Machine Learning» more  IWCLS 2007»
    On Lookahead and Latent Learning in Simple LCS
    13 years 11 months ago
    On Lookahead and Latent Learning in Simple LCS
    Download  www.psychologie.uni-wuerzburg.de
    Learning Classifier Systems use evolutionary algorithms to facilitate rule- discovery, where rule fitness is traditionally payoff based and assigned under a sharing scheme. Most c...
    Larry Bull
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    IWCLS
    2007
    Springer
    146views Machine Learning» more  IWCLS 2007»
    Evolving Fuzzy Rules with UCS: Preliminary Results
    13 years 11 months ago
    Evolving Fuzzy Rules with UCS: Preliminary Results
    Download  www.salle.url.edu
    This paper presents Fuzzy-UCS, a Michigan-style Learning Fuzzy-Classifier System designed for supervised learning tasks. FuzzyUCS combines the generalization capabilities of UCS w...
    Albert Orriols-Puig, Jorge Casillas, Ester Bernad&...
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    IWCLS
    2007
    Springer
    123views Machine Learning» more  IWCLS 2007»
    A Principled Foundation for LCS
    13 years 11 months ago
    A Principled Foundation for LCS
    Download  www.bcs.rochester.edu
    In this paper we explicitly identify the probabilistic model underlying LCS by linking it to a generalisation of the common Mixture-of-Experts model. Having an explicit representa...
    Jan Drugowitsch, Alwyn Barry
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    IWCLS
    2007
    Springer
    172views Machine Learning» more  IWCLS 2007»
    Revisiting UCS: Description, Fitness Sharing, and Comparison with XCS
    13 years 11 months ago
    Revisiting UCS: Description, Fitness Sharing, and Comparison with XCS
    Download  www.salle.url.edu
    Abstract. This paper provides a deep insight into the learning mechanisms of UCS, a learning classifier system (LCS) derived from XCS that works under a supervised learning scheme...
    Albert Orriols-Puig, Ester Bernadó-Mansilla
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    IWCLS
    2007
    Springer
    125views Machine Learning» more  IWCLS 2007»
    Investigating Scaling of an Abstracted LCS Utilising Ternary and S-Expression Alphabets
    13 years 11 months ago
    Investigating Scaling of an Abstracted LCS Utilising Ternary and S-Expression Alphabets
    Download  www.psychologie.uni-wuerzburg.de
    Charalambos Ioannides, Will N. Browne
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    IWCLS
    2007
    Springer
    106views Machine Learning» more  IWCLS 2007»
    Substructural Surrogates for Learning Decomposable Classification Problems
    13 years 11 months ago
    Substructural Surrogates for Learning Decomposable Classification Problems
    Download  www.salle.url.edu
    Albert Orriols-Puig, Kumara Sastry, David E. Goldb...
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