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Synopsis
The ability of Learning Classifier Systems (LCS) to solve complex real-world problems is becoming clear. This book brings together work by a number of individuals who demonstrate the good performance of LCS in a variety of domains.
"synopsis" may belong to another edition of this title.
- PublisherSpringer
- Publication date2010
- ISBN 10 3642097758
- ISBN 13 9783642097751
- BindingPaperback
- LanguageEnglish
- Number of pages239
- EditorBull Larry, Bernadó-Mansilla Ester, Holmes John
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Learning Classifier Systems in Data Mining (Studies in Computational Intelligence, 125)
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Learning Classifier Systems in Data Mining (Studies in Computational Intelligence, 125)
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Learning Classifier Systems in Data Mining
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Springer Berlin Heidelberg Nov 2010, 2010
ISBN 10: 3642097758
ISBN 13: 9783642097751
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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Just over thirty years after Holland first presented the outline for Learning Classifier System paradigm, the ability of LCS to solve complex real-world problems is becoming clear. In particular, their capability for rule induction in data mining has sparked renewed interest in LCS. This book brings together work by a number of individuals who are demonstrating their good performance in a variety of domains. The first contribution is arranged as follows: Firstly, the main forms of LCS are described in some detail. A number of historical uses of LCS in data mining are then reviewed before an overview of the rest of the volume is presented. The rest of this book describes recent research on the use of LCS in the main areas of machine learning data mining: classification, clustering, time-series and numerical prediction, feature selection, ensembles, and knowledge discovery. 240 pp. Englisch. Seller Inventory # 9783642097751
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Learning Classifier Systems in Data Mining
Published by
Springer Berlin Heidelberg, 2010
ISBN 10: 3642097758
ISBN 13: 9783642097751
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Brings together recent data mining applications of a machine learning techniqueCovers a wide range of domains demonstrating the utility of the Learning Classifier Systems techniqueJust over thirty years after Holland first presented the. Seller Inventory # 5048771
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Learning Classifier Systems in Data Mining
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Springer Berlin Heidelberg, Springer Berlin Heidelberg, 2010
ISBN 10: 3642097758
ISBN 13: 9783642097751
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Just over thirty years after Holland first presented the outline for Learning Classifier System paradigm, the ability of LCS to solve complex real-world problems is becoming clear. In particular, their capability for rule induction in data mining has sparked renewed interest in LCS. This book brings together work by a number of individuals who are demonstrating their good performance in a variety of domains. The first contribution is arranged as follows: Firstly, the main forms of LCS are described in some detail. A number of historical uses of LCS in data mining are then reviewed before an overview of the rest of the volume is presented. The rest of this book describes recent research on the use of LCS in the main areas of machine learning data mining: classification, clustering, time-series and numerical prediction, feature selection, ensembles, and knowledge discovery. Seller Inventory # 9783642097751
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Learning Classifier Systems in Data Mining (Studies in Computational Intelligence, 125)
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Learning Classifier Systems in Data Mining
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Learning Classifier Systems in Data Mining
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Learning Classifier Systems in Data Mining (Studies in Computational Intelligence)
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ISBN 10: 3642097758
ISBN 13: 9783642097751
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Learning Classifier Systems in Data Mining
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