Ajith Abraham,
Crina Grosan,
Vitorino Ramos
Swarm Intelligence in Data Mining
Gebonden Engels 2006 2006e druk 9783540349556
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
This volume examines the application of swarm intelligence in data mining, addressing the issues of swarm intelligence and data mining using novel intelligent approaches. The book comprises 11 chapters including an introduction reviewing fundamental definitions and important research challenges. Important features include a detailed overview of swarm intelligence and data mining paradigms, focused coverage of timely, advanced data mining topics, state-of-the-art theoretical research and application developments and contributions by pioneers in the field.
Specificaties
ISBN13:9783540349556
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:268
Uitgever:Springer Berlin Heidelberg
Druk:2006
Hoofdrubriek:Automatisering algemeen, Computer en informatica
Lezersrecensies
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Inhoudsopgave
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 ‘news foragers' on the Internet.- Data Swarm Clustering.- Clustering Ensemble Using ANT and ART.
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