Machine Learning: ECML 2003 14th European Conference on Machine
The proceedings of ECML/PKDD2003 are published in two volumes: the P- ceedings of the 14th European Conference on Machine Learning (LNAI 2837) and the Proceedings of the 7th European Conference on Principles and Practice of Knowledge Discovery in Database
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Subseries of Lecture Notes in Computer Science
2837
3
Berlin Heidelberg New York Hong Kong London Milan Paris Tokyo
Nada Lavraˇc Dragan Gamberger Hendrik Blockeel Ljupˇco Todorovski (Eds.)
Machine Learning: ECML 2003 14th European Conference on Machine Learning Cavtat-Dubrovnik, Croatia, September 22-26, 2003 Proceedings
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Series Editors Jaime G. Carbonell, Carnegie Mellon University, Pittsburgh, PA, USA J¨org Siekmann, University of Saarland, Saarbr¨ucken, Germany Volume Editors Nada Lavraˇc Ljupˇco Todorovski Joˇzef Stefan Institute, Dept. of Intelligent Systems Jamova 39, 1000 Ljubljana, Slovenia E-mail:{Nada.Lavrac/Ljupco.Todorovski}@ijs.si Dragan Gamberger Rudjer Boˇskovi´c Institute Bijeniˇcka 54, 10000 Zagreb, Croatia E-mail: [email protected] Hendrik Blockeel Katholieke Universiteit Leuven, Dept. of Computer Science Celestijnenlaan 200A, 3001 Leuven, Belgium E-mail: [email protected]
Cataloging-in-Publication Data applied for A catalog record for this book is available from the Library of Congress Bibliographic information published by Die Deutsche Bibliothek Die Deutsche Bibliothek lists this publication in the Deutsche Nationalbibliographie; detailed bibliographic data is available in the Internet at .
CR Subject Classification (1998): I.2, F.2.2, F.4.1 ISSN 0302-9743 ISBN 3-540-20121-1 Springer-Verlag 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-Verlag. Violations are liable for prosecution under the German Copyright Law. Springer-Verlag Berlin Heidelberg New York, a member of BertelsmannSpringer Science+Business Media GmbH http://www.springer.de © Springer-Verlag Berlin Heidelberg 2003 Printed in Germany Typesetting: Camera-ready by author, data conversion by Olgun Computergrafik Printed on acid-free paper SPIN: 10955628 06/3142 543210
Preface
The proceedings of ECML/PKDD 2003 are published in two volumes: the Proceedings of the 14th European Conference on Machine Learning (LNAI 2837) and the Proceedings of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (LNAI 2838). The two conferences were held on September 22–26, 2003 in Cavtat, a small tourist town in the vicinity of Dubrovnik, Croatia. As machine learning and knowledge discovery are two highly related fields, the co-location of both conferences is beneficial for both research communities. In Cavtat, ECML and PKDD were co-located for the third time in a row, following the successful co-location of the two European conferences in Freiburg (2001) and Helsinki (2002). The co-location of E
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