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Swarm Intelligence in Data Mining

Studies in Computational Intelligence 34

Erschienen am 06.09.2006
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Bibliografische Daten
ISBN/EAN: 9783540349556
Sprache: Englisch
Umfang: xviii, 268 S., 86 s/w Illustr., 5 farbige Illustr.
Einband: gebundenes Buch

Beschreibung

InhaltsangabeSwarm Intelligence in Data Mining.- Ants Constructing Rule-Based Classifiers.- Performing Feature Selection with ACO.- Simultaneous Ant Colony Optimization Algorithms for Learning Linguistic Fuzzy Rules.- Ant Colony Clustering and Feature Extraction for Anomaly Intrusion Detection.- Particle Swarm Optimization for Pattern Recognition and Image Processing.- Data and Text Mining with Hierarchical Clustering Ants.- Swarm Clustering Based on Flowers Pollination by Artificial Bees.- Computer study of the evolution of 'news foragers' on the Internet.- Data Swarm Clustering.- Clustering Ensemble Using ANT and ART.

Produktsicherheitsverordnung

Hersteller:
Springer Verlag GmbH
[email protected]
Tiergartenstr. 17
DE 69121 Heidelberg

Inhalt

Swarm Intelligence in Data Mining.- Ants Constructing Rule-Based Classifiers.- Performing Feature Selection with ACO.- Simultaneous Ant Colony Optimization Algorithms for Learning Linguistic Fuzzy Rules.- Ant Colony Clustering and Feature Extraction for Anomaly Intrusion Detection.- Particle Swarm Optimization for Pattern Recognition and Image Processing.- Data and text mining with hierarchical clustering ants.- Swarm Clustering Based on Flowers Pollination by Artificial Bees.- Computer study of the evolution of a¿¿news foragers¿ on the Internet.- Data Swarm Clustering.- Clustering Ensemble Using ANT and ART.

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