Principles of Data Mining and Knowledge Discovery 5th European C
This book constitutes the refereed proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery, PKDD 2001, held in Freiburg, Germany, in September 2001. The 40 revised full papers presented together with four invited co
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Lecture Notes in Computer Science Edited by G. Goos, J. Hartmanis, and J. van Leeuwen
2168
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Berlin Heidelberg New York Barcelona Hong Kong London Milan Paris Tokyo
Luc De Raedt Arno Siebes (Eds.)
Principles of Data Mining and Knowledge Discovery 5th European Conference, PKDD 2001 Freiburg, Germany, September 3-5, 2001 Proceedings
˙ Dedicated to Jan Zytkow
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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 Luc De Raedt Albert-Ludwigs University Freiburg Department of Computer Science Georges Köhler-Allee, Geb. 079, 79110 Freiburg, Germany E-mail: [email protected] Arno Siebes University of Utrecht, Inst. of Information and Computing Sciences Dept. of Mathematics and Computer Science Padualaan 14, de Uithof, 3508 TB Utrecht, The Netherlands E-mail: [email protected]
Cataloging-in-Publication Data applied for Die Deutsche Bibliothek - CIP-Einheitsaufnahme Principles of data mining and knowledge discovery : 5th European conference proceedings / PKDD 2001, Freiburg, Germany, September 3 - 5, 2001. Luc de Raedt ; Arno Siebes (ed.). - Berlin ; Heidelberg ; New York ; Barcelona ; Hong Kong ; London ; Milan ; Paris ; Tokyo : Springer, 2001 (Lecture notes in computer science ; Vol. 2168 : Lecture notes in artificial intelligence) ISBN 3-540-42534-9
CR Subject Classification (1998): I.2, H.2, J.1, H.3, G.3, I.7, F.4.1 ISBN 3-540-42534-9 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 2001 Printed in Germany Typesetting: Camera-ready by author, data conversion by PTP Berlin, Stefan Sossna Printed on acid-free paper SPIN 10840371 06/3142 543210
In Memoriam The PKDD community has learned with great sadness that Jan Zytkow passed away on Jan. 16, 2001. Jan was a well-known researcher in the area of scientific discovery, a pioneer in machine learning, an author of many publications and books, an organizer of many conferences and meetings, the driving force behind the PKDD conferences, a wonderful person, and a friend. Those who knew him will miss him. These proceedings are dedicated to Jan.
Preface
It is our pleasure to present the proceedings of the 12th European Conference on Machine Learning (Lecture Notes in Artificial Intelligence 2167) and the 5th E
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