Computational Intelligence for Knowledge-Based Systems Design 13th I

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Subseries of Lecture Notes in Computer Science

6178

Eyke Hüllermeier Rudolf Kruse Frank Hoffmann (Eds.)

Computational Intelligence for Knowledge-Based Systems Design 13th International Conference on Information Processing and Management of Uncertainty, IPMU 2010 Dortmund, Germany, June 28 - July 2, 2010 Proceedings

13

Series Editors Randy Goebel, University of Alberta, Edmonton, Canada Jörg Siekmann, University of Saarland, Saarbrücken, Germany Wolfgang Wahlster, DFKI and University of Saarland, Saarbrücken, Germany Volume Editors Eyke Hüllermeier Philipps-Universität Marburg, Fachbereich Mathematik und Informatik Hans-Meerwein-Str., 35032 Marburg, Germany E-mail: [email protected] Rudolf Kruse Otto-von-Guericke-Universität Magdeburg, Fakultät Informatik Universitätsplatz 2, 39106 Magdeburg, Germany E-mail: [email protected] Frank Hoffmann Technische Universität Dortmund Fakultät für Elektrotechnik und Informationstechnik Otto-Hahn-Str. 4, 44227 Dortmund, Germany E-mail: [email protected]

Library of Congress Control Number: 2010929051 CR Subject Classification (1998): I.2, H.3, F.1, H.4, I.5, I.4 LNCS Sublibrary: SL 7 – Artificial Intelligence ISSN

0302-9743

ISBN-10 ISBN-13

3-642-14048-3 Springer Berlin Heidelberg New York 978-3-642-14048-8 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, re-use of illustrations, recitation, broadcasting, reproduction on microfilms or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in its current version, and permission for use must always be obtained from Springer. Violations are liable to prosecution under the German Copyright Law. springer.com © Springer-Verlag Berlin Heidelberg 2010 Printed in Germany Typesetting: Camera-ready by author, data conversion by Scientific Publishing Services, Chennai, India Printed on acid-free paper 06/3180

Preface

The International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU, is organized every two years with the aim of bringing together scientists working on methods for the management of uncertainty and aggregation of information in intelligent systems. Since 1986, this conference has been providing a forum for the exchange of ideas between theoreticians and practitioners working in these areas. The 13th IPMU conference took place in Dortmund, Germany, June 28–July 2, 2010. This volume contains 77 papers selected through a rigorous reviewing process among 320 submissions from 36 countries. The contributions reflect the richness of research in the field of computational intelligence and represent several important developments, specifically focused on the following subfields: (a) machine learning, data mining, and pattern recognition, (b) uncertainty handling, (c) ag