Machine Learning: ECML 2002 13th European Conference on Machine
This book constitutes the refereed preceedings of the 13th European Conference on Machine Learning, ECML 2002, held in Helsinki, Finland in August 2002. The 41 revised full papers presented together with 4 invited contributions were carefully reviewed and
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Lecture Notes in Computer Science Edited by G. Goos, J. Hartmanis, and J. van Leeuwen
2430
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Berlin Heidelberg New York Barcelona Hong Kong London Milan Paris Tokyo
Tapio Elomaa Heikki Mannila Hannu Toivonen (Eds.)
Machine Learning: ECML 2002 13th European Conference on Machine Learning Helsinki, Finland, August 19-23, 2002 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 Tapio Elomaa Heikki Mannila Hannu Toivonen University of Helsinki, Department of Computer Science P.O. Box 26, 00014 Helsinki, Finland E-mail: {elomaa, heikki.mannila, hannu.toivonen}@cs.helsinki.fi
Cataloging-in-Publication Data applied for Die Deutsche Bibliothek - CIP-Einheitsaufnahme Machine learning : proceedings / ECML 2002, 13th European Conference on Machine Learning, Helsinki, Finland, August 19 - 23, 2002. Tapio Elomaa ... (ed.). - Berlin ; Heidelberg ; New York ; Barcelona ; Hong Kong ; London ; Milan ; Paris ; Tokyo : Springer, 2002 (Lecture notes in computer science ; Vol. 2430 : Lecture notes in artificial intelligence) ISBN 3-540-44036-4
CR Subject Classification (1998): I.2, F.2.2, F.4.1
ISSN 0302-9743 ISBN 3-540-44036-4 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 2002 Printed in Germany Typesetting: Camera-ready by author, data conversion by DA-TeX Gerd Blumenstein Printed on acid-free paper SPIN: 10873900 06/3142 543210
Preface
We are pleased to present the proceedings of the 13th European Conference on Machine Learning (LNAI 2430) and the 6th European Conference on Principles and Practice of Knowledge Discovery in Databases (LNAI 2431). These two conferences were colocated in Helsinki, Finland during August 19–23, 2002. ECML and PKDD were held together for the second year in a row, following the success of the colocation in Freiburg in 2001. Machine learning and knowledge discovery are two highly related fields and ECML/PKDD is a unique forum to foster their collaboration. The benefit of colocation to both the machine learning and data mining communities is most clearly displayed in the common workshop, tutorial, and invited speaker program. Altogether six workshops and six tutorials were organized on Monday and Tuesday. As invited speakers we had t
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