Swarm Intelligence in Data Mining
Swarm Intelligence is an innovative distributed intelligent paradigm for solving optimization problems that originally took its inspiration from the biological examples by swarming, flocking and herding phenomena in vertebrates. Data Mining is an analytic
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Studies in Computational Intelligence, Volume 34 Editor-in-chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw Poland E-mail:: [email protected]
Further volumes of this series can be found on our homepage: springer.com
Vol. 25. Zolt n Ésik, Carlos Mart n-Vide, Victor Mitrana (Eds.)
Vol. 16. Yaochu Jin (Ed.)
ISBN 3-540-33460-2
Multi-Objective Machine Learning,, 2006 ISBN 3-540-30676-5 Vol. 17. Te-Ming Huang, Vojislav Kecman, Ivica Kopriva
Kernel Based Algorithms for Mining Huge Data Sets,, 2006 ISBN 3-540-31681-7 Vol. 18. Chang Wook Ahn
Advances in Evolutionary Algorithms,, 2006 ISBN 3-540-31758-9 Vol. 19. Ajita Ichalkaranje, Nikhil Ichalkaranje, Lakhmi C. Jain (Eds.)
Intelligent Paradigms for Assistive and Preventive Healthcare, 2006
Recent Advances in Formal Languages and Applications,, 2006 Vol. 26. Nadia Nedjah, Luiza de Macedo Mourelle (Eds.) Swarm Intelligent Systems, 2006 ISBN 3-540-33868-3 Vol. 27. Vassilis G. Kaburlasos
Towards a Unified Modeling and KnowledgeRepresentation based on Lattice Theory, 2006 ISBN 3-540-34169-2 Vol. 28. Brahim Chaib-draa, Jörg P. Müller (Eds.) Multiagent based Supply Chain Management, 2006 ISBN 3-540-33875-6 Vol. 29. Sai Sumathi, S.N. Sivanandam
ISBN 3-540-31762-7
Introduction to Data Mining and its Applications, 2006
Vol. 20. Wojciech Penczek, Agata Póárola
ISBN 3-540-34689-9
Advances in Verification of Time Petri Nets and Timed Automata, 2006
Vol. 30. Yukio Ohsawa, Shusaku Tsumoto (Eds.)
ISBN 3-540-32869-6 Vol. 21. C ndida Ferreira
Gene Expression on Programming: Mathematical Modeling by an Artificial Intelligence, 2006 ISBN 3-540-32796-7 Vol. 22. N. Nedjah, E. Alba, L. de Macedo Mourelle (Eds.) Parallel Evolutionary Computations, 2006 ISBN 3-540-32837-8 Vol. 23. M. Last, Z. Volkovich, A. Kandel (Eds.)
Algorithmic Techniques for Data Mining, 2006 ISBN 3-540-33880-2 Vol. 24. Alakananda Bhattacharya, Amit Konar, Ajit K. Mandal
Parallel and Distributed Logic Programming, 2006 ISBN 3-540-33458-0
Chance Discoveries in Real World Decision Making, 2006 ISBN 3-540-34352-0 Vol. 31. Ajith Abraham, Crina Grosan, Vitorino Ramos (Eds.) Stigmergic Optimization, 2006 ISBN 3-540-34689-9 Vol. 32. Akira Hirose
Complex-Valued Neural Networks, 2006 ISBN 3-540-33456-4 Vol. 33. Martin Pelikan, Kumara Sastry, Erick Cantú-Paz (Eds.)
Scalable Optimization via Probabilistic Modeling, 2006 ISBN 3-540-34953-7
Vol. 34. Ajith Abraham, Crina Grosan, Vitorino Ramos (Eds.) Swarm Intelligence in Data Mining, 2006 ISBN 3-540-34955-3
Ajith Abraham Crina Grosan Vitorino Ramos (Eds.)
Swarm Intelligence in Data Mining With 91 Figures and 73 Tables
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Dr. Ajith Abraham
Dr. Vitorino Ramos
IITA Professorship Program School of Computer Science and Engineering Chung-Ang University, 221 Heukseok-dong Dongjak-gu Seoul 156-756 Republic of Korea E-mail: [email protected]; [email protected]
CVRM-IST, IST Technical University of Lisbon Av. Rovisco Pais 1049-001, Lisboa Portugal E-mail: [email protected]
Dr.
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