Management of Knowledge Imperfection in Building Intelligent Systems

There are many good AI books. Usually they consecrate at most one or two chapters to the imprecision knowledge processing. This book is among the few books to be entirely dedicated to the treatment of knowledge imperfection when building intelligent syste

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Studies in Fuzziness and Soft Computing, Volume 227 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. 212. Elisabeth Rakus-Andersson Fuzzy and Rough Techniques in Medical Diagnosis and Medication, 2007 ISBN 978-3-540-49707-3 Vol. 213. Peter Lucas, José A. Gàmez, Antonio Salmerón (Eds.) Advances in Probabilistic Graphical Models, 2007 ISBN 978-3-540-68994-2 Vol. 214. Irina Georgescu Fuzzy Choice Functions, 2007 ISBN 978-3-540-68997-3 Vol. 215. Paul P. Wang, Da Ruan, Etienne E. Kerre (Eds.) Fuzzy Logic, 2007 ISBN 978-3-540-71257-2 Vol. 216. Rudolf Seising The Fuzzification of Systems, 2007 ISBN 978-3-540-71794-2 Vol. 217. Masoud Nikravesh, Janusz Kacprzyk, Lofti A. Zadeh (Eds.) Forging New Frontiers: Fuzzy Pioneers I, 2007 ISBN 978-3-540-73181-8 Vol. 218. Masoud Nikravesh, Janusz Kacprzyk, Lofti A. Zadeh (Eds.) Forging New Frontiers: Fuzzy Pioneers II, 2007 ISBN 978-3-540-73184-9 Vol. 219. Roland R. Yager, Liping Liu (Eds.) Classic Works of the Dempster-Shafer Theory of Belief Functions, 2007 ISBN 978-3-540-25381-5

Vol. 220. Humberto Bustince, Francisco Herrera, Javier Montero (Eds.) Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2007 ISBN 978-3-540-73722-3 Vol. 221. Gleb Beliakov, Tomasa Calvo, Ana Pradera Aggregation Functions: A Guide for Practitioners, 2007 ISBN 978-3-540-73720-9 Vol. 222. James J. Buckley, Leonard J. Jowers Monte Carlo Methods in Fuzzy Optimization, 2008 ISBN 978-3-540-76289-8 Vol. 223. Oscar Castillo, Patricia Melin Type-2 Fuzzy Logic: Theory and Applications, 2008 ISBN 978-3-540-76283-6 Vol. 224. Rafael Bello, Rafael Falcón, Witold Pedrycz, Janusz Kacprzyk (Eds.) Contributions to Fuzzy and Rough Sets Theories and Their Applications, 2008 ISBN 978-3-540-76972-9 Vol. 225. Terry D. Clark, Jennifer M. Larson, John N. Mordeson, Joshua D. Potter, Mark J. Wierman Applying Fuzzy Mathematics to Formal Models in Comparative Politics, 2008 ISBN 978-3-540-77460-0 Vol. 226. Bhanu Prasad (Ed.) Soft Computing Applications in Industry, 2008 ISBN 978-3-540-77464-8 Vol. 227. Eugene Roventa, Tiberiu Spircu Management of Knowledge Imperfection in Building Intelligent Systems, 2009 ISBN 978-3-540-77462-4

Eugene Roventa and Tiberiu Spircu

Management of Knowledge Imperfection in Building Intelligent Systems

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Authors Prof. Eugene Roventa Glendon Computer Science and IT Department Glendon College York University 2275 Bayview Avenue Toronto, Ontario M4N 3M6 Canada E-mail: [email protected] Prof. Tiberiu Spircu Dept. of Medical Informatics "Carol Davila" University of Medicine and Pharmacy 8 Eroii Sanitari Blvd. Bucharest Romania

ISBN 978-3-540-77462-4

e-ISBN 978-3-540-77463-1

DOI 10.1007/978-3-540-77463-1 Studies in Fuzziness and Soft Computing

ISSN 1434-9922

Library of Congress Control Number: 2008933226 c 2009 Springer-Verlag Berlin Heidelberg  This work is subject to copyright. All rights ar