Foundations of Intelligent Systems 19th International Symposium, ISM
This book constitutes the refereed proceedings of the 19th International Symposium on Methodologies for Intelligent Systems, ISMIS 2011, held in Warsaw, Poland, in June 2011.The 71 revised papers presented together with 3 invited papers were carefully rev
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Subseries of Lecture Notes in Computer Science
6804
Marzena Kryszkiewicz Henryk Rybinski Andrzej Skowron Zbigniew W. Ra´s (Eds.)
Foundations of Intelligent Systems 19th International Symposium, ISMIS 2011 Warsaw, Poland, June 28-30, 2011 Proceedings
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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 Marzena Kryszkiewicz Henryk Rybinski Warsaw University of Technology, Nowowiejska 15/19, 00-665 Warsaw, Poland E-mail: {mkr, hrb}@ii.pw.edu.pl Andrzej Skowron The University of Warsaw, Banacha 2, 02-097 Warsaw, Poland E-mail: [email protected] Zbigniew W. Ra´s University of North Carolina, Charlotte, NC 28223, USA and Warsaw University of Technology, Nowowiejska 15/19, 00-665 Warsaw, Poland E-mail: [email protected]
ISSN 0302-9743 e-ISSN 1611-3349 e-ISBN 978-3-642-21916-0 ISBN 978-3-642-21915-3 DOI 10.1007/978-3-642-21916-0 Springer Heidelberg Dordrecht London New York Library of Congress Control Number: 2011929786 CR Subject Classification (1998): I.2, H.3, H.2.8, H.4-5, I.4, F.1, I.5 LNCS Sublibrary: SL 7 – Artificial Intelligence © Springer-Verlag Berlin Heidelberg 2011 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. The use of general descriptive names, registered names, trademarks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. Typesetting: Camera-ready by author, data conversion by Scientific Publishing Services, Chennai, India Printed on acid-free paper Springer is part of Springer Science+Business Media (www.springer.com)
Preface
This volume contains the papers selected for presentation at the 19th International Symposium on Methodologies for Intelligent Systems—ISMIS 2011, held in Warsaw, Poland, June 28-30, 2011. The symposium was organized by the Institute of Computer Science at Warsaw University of Technology. ISMIS is a conference series that started in 1986. Held twice every three years, ISMIS provides an international forum for exchanging scientific, research, and technological achievements in building intelligent systems. The following major areas were selected for ISMIS 2011: theory and applications of rough sets and fuzzy sets, knowledge discovery and data mining, social networks, multi-agent systems, machine learning, mining in databases and warehous
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