Swarm Intelligence in Data Mining
(Sprache: Englisch)
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...
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Klappentext zu „Swarm Intelligence in Data Mining “
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.
Inhaltsverzeichnis zu „Swarm Intelligence in Data Mining “
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.
Autoren-Porträt
Dr. Ajith Abraham is Director of the Machine Intelligence Research (MIR) Labs, a global network of research laboratories with headquarters near Seattle, WA, USA. He is an author/co-author of more than 750 scientific publications. He is founding Chair of the International Conference of Computational Aspects of Social Networks (CASoN), Chair of IEEE Systems Man and Cybernetics Society Technical Committee on Soft Computing (since 2008), and a Distinguished Lecturer of the IEEE Computer Society representing Europe (since 2011).
Bibliographische Angaben
- 2006, 2006, 268 Seiten, mit farbigen Abbildungen, Maße: 16 x 24,1 cm, Gebunden, Englisch
- Herausgegeben:Abraham, Ajith; Grosan, Crina; Ramos, Vitorino
- Herausgegeben: Ajith Abraham, Vitorino Ramos, Crina Grosan
- Verlag: Springer
- ISBN-10: 3540349553
- ISBN-13: 9783540349556
- Erscheinungsdatum: 06.09.2006
Sprache:
Englisch
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