Learning Classifier Systems in Data Mining
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…
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Produktdetails
Weitere Autoren: Ester, Bernadó-Mansilla (Hrsg.) / Holmes, John (Hrsg.)
- ISBN: 978-3-540-78978-9
- EAN: 9783540789789
- Produktnummer: 3697759
- Verlag: Springer-Verlag GmbH
- Sprache: Englisch
- Erscheinungsjahr: 2008
- Seitenangabe: 230 S.
- Masse: H24.1 cm x B16.0 cm x D1.8 cm 530 g
- Reihenbandnummer: 125
- Gewicht: 530
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