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Toward a theory of generalization and learning in XCS

IEEE transactions on evolutionary computation, 2004-02, Vol.8 (1), p.28-46

2004

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Gradient descent methods in learning classifier systems: improving XCS performance in multistep problems

IEEE transactions on evolutionary computation, 2005-10, Vol.9 (5), p.452-473

2005

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Toward Optimal Classifier System Performance in Non-Markov Environments

Evolutionary computation, 2000-12, Vol.8 (4), p.393-418

2000

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Function Approximation With XCS: Hyperellipsoidal Conditions, Recursive Least Squares, and Compaction

IEEE transactions on evolutionary computation, 2008-06, Vol.12 (3), p.355-376

2008

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Facetwise Analysis of XCS for Problems With Class Imbalances

IEEE transactions on evolutionary computation, 2009-10, Vol.13 (5), p.1093-1119

2009

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Advanced overtaking behaviors for blocking opponents in racing games using a fuzzy architecture

Expert systems with applications, 2013-11, Vol.40 (16), p.6447-6458

2013

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Learning classifier systems from a reinforcement learning perspective

Soft computing (Berlin, Germany), 2002-06, Vol.6 (3-4), p.162-170

Lanzi, P. L.

2002

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Mining interesting knowledge from weblogs: a survey

Data & knowledge engineering, 2005, Vol.53 (3), p.225-241

2005

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Automatic Track Generation for High-End Racing Games Using Evolutionary Computation

IEEE transactions on computational intelligence and AI in games., 2011-09, Vol.3 (3), p.245-259

2011

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Learning to Drive in the Open Racing Car Simulator Using Online Neuroevolution

IEEE transactions on computational intelligence and AI in games., 2010-09, Vol.2 (3), p.176-190

2010

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Computational Intelligence and Game Design for Effective At-Home Stroke Rehabilitation

Games for health, 2013-04, Vol.2 (2), p.81-88

2013

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Generalization in Wilson's classifier system

Lecture notes in computer science, 1998, p.501-510

1998

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A multi-objective genetic algorithm framework for design space exploration of reliable FPGA-based systems

IEEE Congress on Evolutionary Computation, 2010, p.1-8

2010

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Improving evolutionary testing by means of efficiency enhancement techniques

IEEE Congress on Evolutionary Computation, 2010, p.1-8

2010

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Self-adaptive games for rehabilitation at home

2012 IEEE Conference on Computational Intelligence and Games (CIG), 2012, p.179-186

2012

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Learning classifier systems: New models, successful applications

Information processing letters, 2002-04, Vol.82 (1), p.23-30

2002

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Knowledge Extraction and Problem Structure Identification in XCS

Lecture notes in computer science, 2004, p.1051-1060

2004

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Estimating Classifier Generalization and Action’s Effect: A Minimalist Approach

Genetic and Evolutionary Computation -- GECCO 2003, 2003, Vol.2724, p.1894-1905

2003

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Using Raw Accuracy to Estimate Classifier Fitness in XCS

Genetic and Evolutionary Computation -- GECCO 2003, 2003, Vol.2724, p.1922-1923

2003

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An integrated low-cost system for at-home rehabilitation

2012 18th International Conference on Virtual Systems and Multimedia, 2012, p.553-556

2012

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Recent Developments in Web Usage Mining Research

Data Warehousing and Knowledge Discovery, 2003, Vol.2737, p.140-150

2003

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A learning classifier systems bibliography

Lecture notes in computer science, 2000, p.321-347

2000

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XCS with computed prediction for the learning of Boolean functions

2005 IEEE Congress on Evolutionary Computation, 2005, Vol.1, p.588-595 Vol.1

2005

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XCS with computed prediction in continuous multistep environments

2005 IEEE Congress on Evolutionary Computation, 2005, Vol.3, p.2032-2039 Vol. 3

2005

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Evolving the optimal racing line in a high-end racing game

2012 IEEE Conference on Computational Intelligence and Games (CIG), 2012, p.108-115

2012

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Toward a theory of generalization and learning in XCS

Gradient descent methods in learning classifier systems: improving XCS performance in multistep problems

Toward Optimal Classifier System Performance in Non-Markov Environments

Function Approximation With XCS: Hyperellipsoidal Conditions, Recursive Least Squares, and Compaction

Facetwise Analysis of XCS for Problems With Class Imbalances

Advanced overtaking behaviors for blocking opponents in racing games using a fuzzy architecture

Learning classifier systems from a reinforcement learning perspective

Mining interesting knowledge from weblogs: a survey

Automatic Track Generation for High-End Racing Games Using Evolutionary Computation

Learning to Drive in the Open Racing Car Simulator Using Online Neuroevolution

Computational Intelligence and Game Design for Effective At-Home Stroke Rehabilitation

Generalization in Wilson's classifier system

A multi-objective genetic algorithm framework for design space exploration of reliable FPGA-based systems

Improving evolutionary testing by means of efficiency enhancement techniques

Self-adaptive games for rehabilitation at home

Learning classifier systems: New models, successful applications

Knowledge Extraction and Problem Structure Identification in XCS

Estimating Classifier Generalization and Action’s Effect: A Minimalist Approach

Using Raw Accuracy to Estimate Classifier Fitness in XCS

An integrated low-cost system for at-home rehabilitation

Recent Developments in Web Usage Mining Research

A learning classifier systems bibliography

XCS with computed prediction for the learning of Boolean functions

XCS with computed prediction in continuous multistep environments

Evolving the optimal racing line in a high-end racing game

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