Data Mining and Computational Intelligence
The volume offers a comprehensive coverage of the recent advances in the application of soft computing and fuzzy logic theory to data mining and knowledge discovery databases. It focuses on some of the hardest, and yet unsolved, issues of data mining like
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Studies in Fuzziness and Soft Computing Editor-in-chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw, Poland E-mail: [email protected] http://www.springer.de/cgi-bin/search_book.pl?series=2941
Further volumes of this series can be found at our homepage.
Vol. 57. V. Novak and I. Perfilieva (Eds.) Discovering the World with Fuzzy Logic, 2001
Vol. 46. J. N. Mordeson and P. S. Nair
Vol. 58. D.S. Mahk and J.N. Mordeson
ISBN 3-7908-1286-2
ISBN 3-7908-1335-4
Fuzzy Graphs and Fuzzy Hypergraphs, 2000 Vol. 47. E. Czogalat and J.
L~ski
Fuzzy and Neuro-Fuzzy Intelligent Systems, 2000 ISBN 3-7908-1289-7 Vol. 48. M. Sakawa
Large Scale Interactive Fuzzy Multiobjective Programming, 2000 ISBN 3-7908-1293-5 Vol. 49. L. I. Kuncheva
Fuzzy Classifier Design, 2000 ISBN 3-7908-1298-6 Vol. 50. F. Crestani and G. Pasi (Eds.)
Soft Computing in Information Retrieval, 2000 ISBN 3-7908-1299-4
ISBN 3-7908-1330-3
Fuzzy Discrete Structures, 2000 Vol. 59. T. Furuhashi, Shun'Ichi Tano and H.-A. Jacobsen (Eds.)
Deep Fusion of Computational and Symbolic Processing, 2001 ISBN 3-7908-1339-7 Vol. 60. K. J. Cios (Ed.)
Medical Data Mining and Knowledge Discovery, 2001 ISBN 3-7908-1340-0 Vol. 61. D. Driankov, A. Saffiotti (Eds.)
Fuzzy Logic Techniques for Autonomous Vehicle Navigation, 2001 ISBN 3-7908-1341-9
Vol. 51. 1. Fodor, B. De Baets and P. Pemy (Eds.)
Preferences and Decisions under Incomplete Knowledge, 2000
Vol. 62. N. Baba, L. C. Jain (Eds.)
ISBN 3-7908-1303-6
ISBN 3-7908-1348-6
Vol. 52. E. E. Kerre and M. Nachtegael (Eds.)
Vol. 63. O. Castillo, P. Melin
Fuzzy Techniques in Image Processing, 2000
Computational lntelligence in Games, 2001
ISBN 3-7908-1304-4
Soft Computing for Control of Non-Linear Dynamical Systems, 2001
Vol. 53. G. Bordogna and G. Pasi (Eds.)
ISBN 3-7908-1349-4
Recent Issues on Fuzzy Databases, 2000 ISBN 3-7908-1319-2 Vol. 54. P. Sinc:ik and J. VaSc:ik (Eds.)
Quo Vadis Computational Intelligence?, 2000
ISBN 3-7908-1324-9 Vol. 55. J. N. Mordeson, D. S. Malik and S.-c. Cheng
Fuzzy Mathematics in Medicine, 2000 ISBN 3-7908-1325-7 Vol. 56. L. PolkowskI, S. Tsumoto and T. Y. Lin (Eds.) Rough Set Methods and Applications, 2000 ISBN 3-7908-1328-1
Vol. 64. I. Nishizaki, M. Sakawa Fuzzy and Multiobjective Games for Conflict Resolution, 2001 ISBN 3-7908-1341-9
Vol. 65. E. Orlowska, A. Szalas (Eds.)
Relational Methods for Computer Science Applications, 2001 ISBN 3-7908-1365-6 Vol. 66. R. 1. Howlett, L. C. Jain (Eds.) Radial Basis Function Networks 1, 2001 ISBN 3-7908-1367-2
Abraham Kandel Mark Last Horst Bunke Editors
Data Mining and Computational Intelligence With 90 Figures and 45 Tables
Springer-Verlag Berlin Heidelberg GmbH
Dr. Abraham Kandel Computer Science and Engineering University of South Florida 4202 E. Fowler Ave., ENB 118 Tampa, Florida 33620 USA kandel @csee.usf.edu Dr. Mark Last Infonnation Systems Engineering Ben-Gurion University of the Negev Beer-Sheva 84105 Israel [email protected] Dr. Horst Bunke Department of Co
