Data Mining using Learning Classifier Systems

Applications of Learning Classifier Systems - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-540-39925-4_2 ◽

2004 ◽

pp. 15-67 ◽

Author(s):

Alwyn Barry ◽

John Holmes ◽

Xavier Llorà

Keyword(s):

Data Mining ◽

Learning Classifier Systems ◽

Classifier Systems ◽

Learning Classifier

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Data Mining in Learning Classifier Systems: Comparing XCS with GAssist

Lecture Notes in Computer Science - Learning Classifier Systems ◽

10.1007/978-3-540-71231-2_19 ◽

2007 ◽

pp. 282-290 ◽

Author(s):

Jaume Bacardit ◽

Martin V. Butz

Keyword(s):

Data Mining ◽

Learning Classifier Systems ◽

Classifier Systems ◽

Learning Classifier

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Learning Classifier Systems: The Rise of Genetics-Based Machine Learning in Biomedical Data Mining

Methods in Biomedical Informatics ◽

10.1016/b978-0-12-401678-1.00009-9 ◽

2014 ◽

pp. 265-311 ◽

Author(s):

Ryan J. Urbanowicz ◽

Jason H. Moore

Keyword(s):

Machine Learning ◽

Data Mining ◽

Learning Classifier Systems ◽

Biomedical Data ◽

Classifier Systems ◽

Learning Classifier

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Learning classifier systems for data mining: a comparison of XCS with other classifiers for the Forest Cover data set

Proceedings of the International Joint Conference on Neural Networks, 2003. ◽

10.1109/ijcnn.2003.1223681 ◽

2004 ◽

Author(s):

A.J. Bagnall ◽

G.C. Cawley

Keyword(s):

Data Mining ◽

Forest Cover ◽

Learning Classifier Systems ◽

Classifier Systems ◽

Data Set ◽

Learning Classifier

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Generalizing rules by random forest-based learning classifier systems for high-dimensional data mining

Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '18 ◽

10.1145/3205651.3208298 ◽

2018 ◽

Author(s):

Fumito Uwano ◽

Koji Dobashi ◽

Keiki Takadama ◽

Tim Kovacs

Keyword(s):

Data Mining ◽

Random Forest ◽

High Dimensional Data ◽

Learning Classifier Systems ◽

High Dimensional ◽

Classifier Systems ◽

Learning Classifier

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Learning Classifier Systems in Data Mining: An Introduction

Studies in Computational Intelligence - Learning Classifier Systems in Data Mining ◽

10.1007/978-3-540-78979-6_1 ◽

2008 ◽

pp. 1-15 ◽

Author(s):

Larry Bull ◽

Ester Bernadó-Mansilla ◽

John Holmes

Keyword(s):

Data Mining ◽

Learning Classifier Systems ◽

Classifier Systems ◽

Learning Classifier

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Data Mining in Proteomics with Learning Classifier Systems

Studies in Computational Intelligence - Learning Classifier Systems in Data Mining ◽

10.1007/978-3-540-78979-6_2 ◽

2008 ◽

pp. 17-46 ◽

Author(s):

Jaume Bacardit ◽

Michael Stout ◽

Jonathan D. Hirst ◽

Natalio Krasnogor

Keyword(s):

Data Mining ◽

Learning Classifier Systems ◽

Classifier Systems ◽

Learning Classifier

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XCS and GALE: A Comparative Study of Two Learning Classifier Systems on Data Mining

Advances in Learning Classifier Systems - Lecture Notes in Computer Science ◽

10.1007/3-540-48104-4_8 ◽

2002 ◽

pp. 115-132 ◽

Author(s):

Ester Bernadó ◽

Xavier Llorà ◽

Josep M. Garrell

Keyword(s):

Data Mining ◽

Comparative Study ◽

Learning Classifier Systems ◽

Classifier Systems ◽

Learning Classifier

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Grid data mining by means of learning classifier systems and distributed model induction

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation - GECCO '11 ◽

10.1145/2001858.2002024 ◽

2011 ◽

Author(s):

Manuel Filipe Santos ◽

Wesley Mathew ◽

Henrique Dinis Santos

Keyword(s):

Data Mining ◽

Learning Classifier Systems ◽

Distributed Model ◽

Classifier Systems ◽

Grid Data ◽

Learning Classifier

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Learning Classifier Systems in Data Mining

10.1007/978-3-540-78979-6 ◽

2008 ◽

Keyword(s):

Data Mining ◽

Learning Classifier Systems ◽

Classifier Systems ◽

Learning Classifier

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Absumption to complement subsumption in learning classifier systems

Proceedings of the Genetic and Evolutionary Computation Conference ◽

10.1145/3321707.3321719 ◽

2019 ◽

Author(s):

Yi Liu ◽

Will N. Browne ◽

Bing Xue

Keyword(s):

Learning Classifier Systems ◽

Classifier Systems ◽

Learning Classifier

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