Data Mining, Rough Sets and Granular Computing

During the past few years, data mining has grown rapidly in visibility and importance within information processing and decision analysis. This is parĀ­ ticularly true in the realm of e-commerce, where data mining is moving from a "nice-to-have" to a "must

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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-binlsearch_book.pl ?series =2941

Further volumes of this series can be found at our homepage.

Vol. 84. L. C. Jain and J. Kacprzyk (Eds.) New Learning Paradigms in Soft Computing, 2002 ISBN 3-7908-1436-9

Vol. 74. H.-N. Teodorescu, L. C. Jain and A. Kandel (Eds.) Hardware Implementation of Intelligent Systems, 2001 ISBN 3-7908-1399-0

Vol. 85. D. Rutkowska Neuro-Fuz;:;,' Architectures and Hybrid Learning, 2002 ISBN 3-7908-1438-5

Vol. 75. V. Loia and S. Sessa (Eds.) Soft Computing Agents, 2001 ISBN 3-7908-1404-0

Vol. 86. M. B. Gorzalczany Computational Intelligence Systems and Applications, 2002 ISBN 3-7908-1439-3

Vol. 76. D. Ruan, J. Kacprzyk and M. Fedrizzi (Eds.) Soft Computing for Risk Evaluation and Management, 2001 ISBN 3-7908-1406-7

Vol. 87. C. Bertoluzza, M.A. Gil and D.A. Ralescu (Eds.) Statistical Modeling, Analysis and Management of Fuzzy Data, 2002 ISBN 3-7908-1440-7

Vol. 77. W Liu Propositional. Probabilistic and Evidential Reasoning, 200] ISBN 3-7908-1414-8

Vol. 88. R. P. Srivastava and T.J. Mock (Eds.) Belief Functions in Business Decisions, 2002 ISBN 3-7908-1451-2

Vol. 78. U. Seiffert and L. C. Jain (Eds.) Self-Organdng Neural Networks, 2002 ISBN 3-7908-1417-2 Vol. 79. A. Osyczka Evolutionary Algorithms for Single and Multicriteria Design Optimization, 2002 ISBN 3-7908-1418-0 Vol. 80. P. Wong, F. Anrinzadeh and M. Nikravesh (Eds.) Soft Computing for Reservoir Characterization and Modeling, 2002 ISBN 3-7908-1421-0 Vol. 81. V. Dimitrov and V. Korotkich (Eds.) Fuz-..-y Logic, 2002 ISBN 3-7908-1425-3

Vol. 89. B. Bouchon-Meunier, J. Gutierrez-Rlos. L. Magdalena and R. R. Yager (Eds.)

Technologies for Constructing Intelligent Systems 1, 2002 ISBN 3-7908-1454-7 Vol. 90. B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena and R.R. Yager (Eds.) Technologies for Constructing Intelligent Svstems 2, 2002 ISBN 3-7908-1455-5 Vol. 91. 1.1. Buckley, E. EsIami and T. Feuring Fuzzy Mathematics in Economics and Engineering, 2002 ISBN 3-7908-1456-3 Vol. 92. P. P. Angelov Evolving Rule-Based Models, 2002 ISBN 3-7908-1457-1

Vol. 82. Ch. Carlsson and R. Fuller Fuz,..'T)' Reasoning in Decision Making and Optimization, 2002 ISBN 3-7908-1428-8

Vol. 93. v.v. Cross and T. A. Sudkamp Similllrity and Compatibility in Fuzzy Set Theury, 2002 ISBN 3-7908-1458-X

Vol. 83. S. Barro and R. Marin (Eds.) Fuz-..,y Logic in Medicine, 2002 ISBN 3-7908-1429-6

Vol. 94. M. MacCrimmon and P. Tillers (Eds.) The Dynamics of Judicial Proof, 2002 ISBN 3-7908-1459-8

Tsau Young Lin Yiyu Y. Yao . Lotfi A. Zadeh Editors

Data Mining, Rough Sets and Granular Computing With 104 Figures and 56 Tables

Springer-Verlag Berlin Heidelberg GmbH

Professor Tsau Young Lin San lose State University The Metropolitan University of Silicon Valley Department of Mathematics and Computer Science One Washington Square San lose, CA