Aufsatzsammlung
Applications of learning classifier systems
This carefully edited book brings together a fascinating selection of applications of Learning Classifier Systems (LCS). The book demonstrates the utility of this machine learning technique in recent real-world applications in such domains as data mining, modeling and optimization, and control. It shows how the LCS technique combines and exploits many Soft Computing approaches into a single coherent framework to produce an improved performance over other approaches. TOC:Section 1 ? Data Mining.- Section 2 ? Modelling and Optimization.- Section 3 ? Control.
- Location
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Deutsche Nationalbibliothek Frankfurt am Main
- ISBN
-
9783540211099
3540211098
- Dimensions
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24 cm
- Extent
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VIII, 305 S.
- Language
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Englisch
- Notes
-
graph. Darst.
Literaturangaben
- Bibliographic citation
-
Studies in fuzziness and soft computing ; Vol. 150
- Classification
-
Informatik
- Keyword
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Lernendes System
Automatische Klassifikation
Data Mining
Maschinelles Lernen
Soft Computing
- Event
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Veröffentlichung
- (where)
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Berlin, Heidelberg, New York, Hong Kong, London, Milano, Paris, Tokyo
- (who)
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Springer
- (when)
-
2004
- Contributor
-
Bull, Larry
- Table of contents
- Rights
-
Bei diesem Objekt liegt nur das Inhaltsverzeichnis digital vor. Der Zugriff darauf ist unbeschränkt möglich.
- Last update
-
11.03.2025, 12:05 PM CET
Data provider
This object is provided by:
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.
Object type
- Aufsatzsammlung
Associated
- Bull, Larry
- Springer
Time of origin
- 2004
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Design and analysis of learning classifier systems : a probabilistic approach
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Intelligent collaborative e-learning systems and applications
Controlled self-organisation using learning classifier systems
Controlled self-organisation using learning classifier systems
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Learning classifier systems for self-explaining socio-technical-systems
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