Innovations in Machine Learning Theory and Applications
Machine learning is currently one of the most rapidly growing areas of research in computer science. In compiling this volume we have brought together contributions from some of the most prestigious researchers in this field. This book covers the three ma
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Studies in Fuzziness and Soft Computing, Volume 194 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. 179. Mircea Negoita, Bernd Reusch (Eds.) Real World Applications of Computational Intelligence, 2005 ISBN 3-540-25006-9 Vol. 180. Wesley Chu, Tsau Young Lin (Eds.) Foundations and Advances in Data Mining, 2005 ISBN 3-540-25057-3 Vol. 181. Nadia Nedjah, Luiza de Macedo Mourelle Fuzzy Systems Engineering, 2005 ISBN 3-540-25322-X Vol. 182. John N. Mordeson, Kiran R. Bhutani, Azriel Rosenfeld Fuzzy Group Theory, 2005 ISBN 3-540-25072-7 Vol. 183. Larry Bull, Tim Kovacs (Eds.) Foundations of Learning Classifier Systems, 2005 ISBN 3-540-25073-5 Vol. 184. Barry G. Silverman, Ashlesha Jain, Ajita Ichalkaranje, Lakhmi C. Jain (Eds.) Intelligent Paradigms for Healthcare Enterprises, 2005 ISBN 3-540-22903-5 Vol. 185. Spiros Sirmakessis (Ed.) Knowledge Mining, 2005 ISBN 3-540-25070-0 Vol. 186. Radim Bˇelohlávek, Vilém Vychodil Fuzzy Equational Logic, 2005 ISBN 3-540-26254-7
Vol. 187. Zhong Li, Wolfgang A. Halang, Guanrong Chen (Eds.) Integration of Fuzzy Logic and Chaos Theory, 2006 ISBN 3-540-26899-5 Vol. 188. James J. Buckley, Leonard J. Jowers Simulating Continuous Fuzzy Systems, 2006 ISBN 3-540-28455-9 Vol. 189. Hans Bandemer Mathematics of Uncertainty, 2006 ISBN 3-540-28457-5 Vol. 190. Ying-ping Chen Extending the Scalability of Linkage Learning Genetic Algorithms, 2006 ISBN 3-540-28459-1 Vol. 191. Martin V. Butz Rule-Based Evolutionary Online Learning Systems, 2006 ISBN 3-540-25379-3 Vol. 192. Jose A. Lozano, Pedro Larrañaga, Iñaki Inza, Endika Bengoetxea (Eds.) Towards a New Evolutionary Computation, 2006 ISBN 3-540-29006-0 Vol. 193. Ingo Glöckner Fuzzy Quantifiers: A Computational Theory, 2006 ISBN 3-540-29634-4 Vol. 194. Dawn E. Holmes, Lakhmi C. Jain (Eds.) Innovations in Machine Learning, 2006 ISBN 3-540-30609-9
Dawn E. Holmes Lakhmi C. Jain (Eds.)
Innovations in Machine Learning Theory and Applications
ABC
Professor Dawn E. Holmes
Professor Lakhmi C. Jain
Department of Statistics and Applied Probability University of California at Santa Barbara South Hall Santa Barbara, CA 93106-3110 USA E-mail: [email protected]
School of Electrical & Information Engineering Knowledge-Based Intelligent Engineering Mawson Lakes, SA Adelaide 5095 Australia E-mail: [email protected]
Library of Congress Control Number: 2005937511
ISSN print edition: 1434-9922 ISSN electronic edition: 1860-0808 ISBN-10 3-540-30609-9 Springer Berlin Heidelberg New York ISBN-13 978-3-540-30609-2 Springer Berlin Heidelberg New York This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilm or in any other way, and storage in data banks. Duplication of this publication or
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