Knowledge Management in Fuzzy Databases

1. When I was asked by the editors of this book to write a foreword, I was seized by panic. Obviously, neither I am an expert in Knowledge Representation in Fuzzy Databases nor I could have been beforehand unaware that the book's contributors would be som

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Studies in Fuzziness and Soft Computing Editor-in-chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Seiences ul. Newelska 6 01-447 Warsaw, Poland E-mail: [email protected]

Voi. 3. A. Geyer-Schuiz

Vol. 14. E. Hisdal

Fuzzy Rule-Based Expert Systems and Genetic Machine Learning, 2nd ed. 1996

Logical Structures for Represenration of Knowledge and Uncertainty, 1998

ISBN 3-7908-0964-0

ISBN 3-7908-1056-8

Vol. 4. T. Onisawa and J. Kacprzyk (Eds.) Reliability and Safety Analyses under

Vol. 15. G.J. Klir and M.J. Wiennan

Fuzziness, 1995

Uncertainty-Based Information, 2nd ed. 1999

ISBN 3-7908-0837-7

ISBN 3-7908-1242-0

Vol. 5. P. Bosc and J. Kacprzyk (Eds.)

Vol. 16. D. Driankov and R. Palm (Eds.)

Fuzziness in Database Management Systems, 1995

Advances in Fuzzy Control, 1998

ISBN 3-7908-0858-X Vol. 6. E. S. Lee and Q. Zhu

ISBN 3-7908-1090-8 Vol. 17. L. Reznik, V. Dimitrov and J. Kacprzyk (Eds.)

Fuzzy and Evidence Reasoning, 1995

Fuzzy Systems Design. 1998

ISBN 3-7908-0880-6

ISBN 3-7908-1118-1

Vol. 7. B.A. Juliano and W. Bandier

Vol. 18. L. Polkowski and A. Skowron (Eds.)

Tracing Chains-of-Thought, 1996

Rough Sets in Knowledge Discovery 1, 1998

ISBN 3-7908-0922-5

ISBN 3-7908-1119-X

Vol. 8. F. Herrera and J. L. Verdegay (Eds.)

Vol. 19. L. Polkowski and A. Skowron (Eds.)

Genetic Algorithms and Soft Computing, 1996

Rough Sets in Knowledge Discovery 2, 1998

ISBN 3-7908-0956-X

ISBN 3-7908-1120-3

Vol. 9. M. Sato et al.

Vol. 20. J.N. Mordeson and P.S. Nair

Fuzzy Clustering Modelsand Applications, 1997,

Fuzzy Mathematics, 1998

ISBN 3-7908-1026-6

ISBN 3-7908-1121-1

Vol. 10. L. C. Jain (Ed.)

Vol. 21. L.C. Jain and T. Fukuda (Eds.)

Soft Computing Techniques in Knowledge-based Intelligent Engineering Systems, 1997

Soft Computing for Intelligent Robotic Systems, 1998

ISBN 3-7908-1035-5

ISBN 3-7908-1147-5

Vol. 11. W. Mielczarski (Ed.)

Vol. 22. J. Cardoso and H. Camargo (Eds.)

Fuzzy Logic Techniques in Power Systems, 1998,

Fuzziness in Petri Nets, 1999

ISBN 3-7908-1044-4

ISBN 3-7908-1158-0

Vol. 12. B. Bouchon-Meunier (Ed.)

Vol. 23. P. S. Szczepaniak (Ed.)

Aggregation and Fusion of lmpeifect Information. 1998

Computationallntelligence and Applications, 1999

ISBN 3-7908-1048-7

ISBN 3-7908-1161-0

Vol. 13. E. Oriowska (Ed.)

Vol. 24. E. Oriowska (Ed.)

lncomplete Information: Rough Set Analysis, 1998

Logic at Work, 1999 ISBN 3-7908-1164-5

ISBN 3-7908-1049-5

continued on page 385

Olga Pons Maria Amparo Vila Janusz Kacprzyk (Editors)

Knowledge Management in Fuzzy Databases With 70 Figures and 26 Tables

Springer-Verlag Berlin Heidelberg GmbH

Dr. 0. Pons Prof. M. A. Vila Departamento cte Ciencias cte Ia Computacion e Inteligencia Artificial E.T.S.I. cte Ingenieria Informatica Universictact cte Granacta Avcta. cte Anctalucia n. 38 18071 Granacta Spain Email: [email protected] Email: [email protected] Pro( J. Eeacprzyk Systems Research Institute Polish Acactemy of Seiences ul. Newelska 6 01-447 Warsaw Polanct Email: kacprzyk@ibspan. waw.pl

ISBN 978-3-790