Machine Learning: ECML 2000 11th European Conference on Machine
The biennial European Conference on Machine Learning (ECML) series is intended to provide an international forum for the discussion of the latest high quality research results in machine learning and is the major European scienti?c event in the ?eld. The
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Lecture Notes in Computer Science Edited by G. Goos, J. Hartmanis and J. van Leeuwen
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3 Berlin Heidelberg New York Barcelona Hong Kong London Milan Paris Singapore Tokyo
Ramon L´opez de M´antaras
Enric Plaza (Eds.)
Machine Learning: ECML 2000 11th European Conference on Machine Learning Barcelona, Catalonia, Spain, May 31 – June 2, 2000 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 Ramon L´opez de M´antaras Enric Plaza Institut d’Investigaci´o en Intellig`encia Artificial, IIIA Spanish Council for Scientific Research, CSIC Campus, U.A.B. 08193 Bellaterra, Catalonia, Spain E-mail:{mantaras/enric}@iiia.csic.es Cataloging-in-Publication Data applied for
CR Subject Classification (1998): I.2, F.2.2 ISSN 0302-9743 ISBN 3-540-67602-3 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 is a company in the BertelsmannSpringer publishing group. © Springer-Verlag Berlin Heidelberg 2000 Printed in Germany Typesetting: Camera-ready by author, data conversion by DA-TeX Gerd Blumenstein Printed on acid-free paper SPIN 10720254 06/3142 543210
Foreword The biennial European Conference on Machine Learning (ECML) series is intended to provide an international forum for the discussion of the latest high quality research results in machine learning and is the major European scientific event in the field. The eleventh conference (ECML 2000) held in Barcelona, Catalonia, Spain from May 31 to June 2, 2000, has continued this tradition by attracting high quality papers from around the world. Scientists from 21 countries submitted 100 papers to ECML 2000, from which 20 were selected for long oral presentations and 23 for short oral presentations. This selection was based on the recommendations of at least two reviewers for each submitted paper. It is worth noticing that the number of papers reporting applications of machine learning has increased in comparison to past ECML conferences. We believe this fact shows the growing maturity of the field. This volume contains the 43 accepted papers as well as the invited talks by Katharina Morik from the University of Dortmund and Pedro Domingos from the University of Washington at Seattle. In addition, three workshops were jointly organized by ECML 2000 and the European Network of Excellence MLnet: “Dealing with Structured Data in Machine Learning and Statistics Webstites
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