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Principles of Data Mining and Knowledge Discovery

5th European Conference, PKDD 2001, Freiburg, Germany, September 3–5, 2001 Proceedings

  • Luc De Raedt
  • Arno Siebes

Part of the Lecture Notes in Computer Science book series (LNCS, volume 2168)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 2168)

Table of contents

  1. Front Matter
    Pages I-XVIII
  2. Regular Papers

    1. Jafar Adibi, Wei-Min Shen
      Pages 1-15
    2. Massih-Reza Amini, Patrick Gallinari
      Pages 16-28
    3. H. Blockeel, J. Fürnkranz, A. Prskawetz, F. C. Billari
      Pages 29-41
    4. Amanda Clare, Ross D. King
      Pages 42-53
    5. Frans Coenen, Graham Goulbourne, Paul Leng
      Pages 54-66
    6. Clare Bates Congdon
      Pages 67-78
    7. Vladimir Estivill-Castro, Jianhua Yang
      Pages 103-114
    8. Fosca Giannotti, Giuseppe Manco, Franco Turini
      Pages 128-139
    9. Jeannette M. de Graaf, Walter A. Kosters, Jeroen J. W. Witteman
      Pages 140-151
    10. Attila Gyenesei, Jukka Teuhola
      Pages 152-164
    11. Maria Halkich, Michalis Vazirgiannis
      Pages 165-179
    12. Melanie Hilario, Alexandros Kalousis
      Pages 180-191
    13. Frank Höppner
      Pages 192-203
    14. Yuh-Jyh Hu
      Pages 228-240
    15. Eyke Hüllermeier
      Pages 241-252
    16. Szymon Jaroszewicz, Dan A. Simovici
      Pages 253-265
    17. Jörg Kindermann, Gerhard Paass, Edda Leopold
      Pages 266-276
    18. Arno J. Knobbe, Marc de Haas, Arno Siebes
      Pages 277-288
    19. Sergei O. Kuznetsov, Sergei A. Obiedkov
      Pages 289-300
    20. Aleksandar Lazarevic, Zoran Obradovic
      Pages 301-313
    21. Roberto R. F. Mendes, Fabricio B. de Voznika, Alex A. Freitas, Julio C. Nievola
      Pages 314-325
    22. Claire Nédellec, Mohamed Ould Abdel Vetah, Philippe Bessières
      Pages 326-337
    23. Yen-Jen Oyang, Chien-Yu Chen, Tsui-Wei Yang
      Pages 350-361
    24. Laurence A. F. Park, Marimuthu Palaniswami, Ramamohanarao Kotagiri
      Pages 362-373
    25. Francisco Pereira, Marcel Just, Tom Mitchell
      Pages 374-385
    26. Nathalie Pernelle, Marie-Christine Rousset, Véronique Ventos
      Pages 386-398
    27. Céline Robardet, Fabien Feschet
      Pages 399-410
    28. Felice M. Roberts, Richard J. Povinelli, Kristina M. Ropella
      Pages 411-423
    29. Einoshin Suzuki, Masafumi Gotoh, Yuta Choki
      Pages 436-447
    30. Antony Unwin, Heike Hofmann, Klaus Bernt
      Pages 472-483
    31. Sholom M. Weiss, Nitin Indurkhya
      Pages 484-491
  3. Invited Papers

  4. Back Matter
    Pages 509-510

Other volumes

  1. 12th European Conference on Machine Learning Freiburg, Germany, September 5–7, 2001 Proceedings
  2. Principles of Data Mining and Knowledge Discovery
    5th European Conference, PKDD 2001, Freiburg, Germany, September 3–5, 2001 Proceedings

About these proceedings

Introduction

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 contributions were carefully reviewed and selected from close to 100 submissions. Among the topics addressed are hidden Markov models, text summarization, supervised learning, unsupervised learning, demographic data analysis, phenotype data mining, spatio-temporal clustering, Web-usage analysis, association rules, clustering algorithms, time series analysis, rule discovery, text categorization, self-organizing maps, filtering, reinforcemant learning, support vector machines, visual data mining, and machine learning.

Keywords

algorithms data mining hidden Markov model knowledge knowledge discovery learning machine learning

Editors and affiliations

  • Luc De Raedt
    • 1
  • Arno Siebes
    • 2
  1. 1.Department of Computer ScienceAlbert-Ludwigs University FreiburgFreiburgGermany
  2. 2.Inst.of Information and Computing Sciences Dept. of Mathematics and Computer ScienceUniversity of UtrechtTB UtrechtThe Netherlands

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-44794-6
  • Copyright Information Springer-Verlag Berlin Heidelberg 2001
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-42534-2
  • Online ISBN 978-3-540-44794-8
  • Series Print ISSN 0302-9743
  • Buy this book on publisher's site
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