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Learning Classifier Systems in Data Mining

English, Ester Bernadó-Mansilla, John Holmes, Larry Bull, 2010
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Product details

The book "Learning Classifier Systems in Data Mining" offers a comprehensive analysis of the Learning Classifier System (LCS) paradigm, which has been in research and application for over thirty years. It highlights the ability of LCS to solve complex real-world problems, particularly in the field of data mining. The authors present a variety of applications and demonstrate the power of LCS across different domains. The first part of the book describes the main forms of LCS and provides a historical overview of their use in data mining. The subsequent sections address current research on LCS in key areas of machine learning and data mining, including classification, clustering, time series and numerical forecasting, feature selection, ensembles, and knowledge discovery.

Key specifications

Language
English
Author
Ester Bernadó-MansillaJohn HolmesLarry Bull
Year
2010
Book cover
Paperback

General information

Item number
55376060
Publisher
Springer
Category
Reference books
Release date
4.3.2025

Book properties

Language
English
Author
Ester Bernadó-MansillaJohn HolmesLarry Bull
Year
2010
Book cover
Paperback

Voluntary climate contribution

CO₂ emissions
0,5 kg
Climate contribution
EUR 0,12

Legal Notice

Product Safety

14-day cancellation right
30-day right of return if unopened
24 Months statutory warranty
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    0 %
  • 1.S.Fischer
    0 %
  • 1.Springer
    0 %
  • 1.Stämpfli
    0 %
  • 1.Ullstein
    0 %

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How often is a product of this brand in the «Reference books» category returned?

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  • 52.Wiley VCH
    1 %
  • 58.Penguin Random House
    1,1 %
  • 58.Springer
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  • 60.An der Ruhr
    1,2 %
  • 60.Don Bosco
    1,2 %
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