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Knowledge Discovery in Databases: PKDD 2003

7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia, September 22-26, 2003. Proceedings

  • Nada Lavrač
  • Dragan Gamberger
  • Ljupčo Todorovski
  • Hendrik Blockeel

Part of the Lecture Notes in Computer Science book series (LNCS, volume 2838)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 2838)

Table of contents

  1. Front Matter
  2. Invited Papers

  3. Contributed Papers

    1. Alan Ableson, Janice Glasgow
      Pages 23-34
    2. Elena Baralis, Paolo Garza
      Pages 35-46
    3. Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi
      Pages 47-58
    4. Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi
      Pages 59-70
    5. Toon Calders, Bart Goethals
      Pages 71-82
    6. Gemma Casas-Garriga
      Pages 83-94
    7. Michelangelo Ceci, Annalisa Appice, Donato Malerba
      Pages 95-106
    8. Nitesh V. Chawla, Aleksandar Lazarevic, Lawrence O. Hall, Kevin W. Bowyer
      Pages 107-119
    9. Steven van Dijk, Linda C. van der Gaag, Dirk Thierens
      Pages 132-143
    10. Tapio Elomaa, Juho Rousu
      Pages 144-155
    11. Eibe Frank, Mark Hall
      Pages 168-179
    12. Stefan Holland, Martin Ester, Werner Kießling
      Pages 204-216
    13. Andreas Hotho, Steffen Staab, Gerd Stumme
      Pages 217-228
    14. Aleks Jakulin, Ivan Bratko
      Pages 229-240
    15. Karin Kailing, Hans-Peter Kriegel, Peer Kröger, Stefanie Wanka
      Pages 241-252
    16. Michael Kockelkorn, Andreas Lüneburg, Tobias Scheffer
      Pages 266-277
    17. Adam Kowalczyk, Bhavani Raskutti
      Pages 278-290
    18. Antti Leino, Heikki Mannila, Ritva Liisa Pitkänen
      Pages 291-302
    19. Marion Leleu, Christophe Rigotti, Jean-François Boulicaut, Guillaume Euvrard
      Pages 303-314
    20. Taneli Mielikäinen, Heikki Mannila
      Pages 327-338
    21. Atsuyoshi Nakamura, Mineichi Kudo, Akira Tanaka
      Pages 339-349
    22. Siegfried Nijssen, Joost N. Kok
      Pages 350-362
    23. Mordechai Nisenson, Ido Yariv, Ran El-Yaniv, Ron Meir
      Pages 363-374
    24. Fei Pan, Baoying Wang, Yi Zhang, Dongmei Ren, Xin Hu, William Perrizo
      Pages 375-386
    25. Nam Hun Park, Won Suk Lee
      Pages 387-398
    26. Henri Prade, Gilles Richard, Mathieu Serrurier
      Pages 399-410
    27. Maximilien Sauban, Bernhard Pfahringer
      Pages 411-422
    28. Jouni K. Seppänen, Ella Bingham, Heikki Mannila
      Pages 423-434
    29. Luis Torgo, Rita Ribeiro
      Pages 447-458
    30. Teddy Turmeaux, Ansaf Salleb, Christel Vrain, Daniel Cassard
      Pages 471-482
    31. Huaiyu Zhu, Shivakumar Vaithyanathan, Mahesh V. Joshi
      Pages 483-494
    32. Djamel A. Zighed, Gilbert Ritschard, Walid Erray, Vasile-Marian Scuturici
      Pages 495-506
  4. Back Matter

Other volumes

  1. 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003. Proceedings
  2. Knowledge Discovery in Databases: PKDD 2003
    7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia, September 22-26, 2003. Proceedings

About these proceedings

Introduction

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 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 ?elds, theco-locationofbothconferencesisbene?cialforbothresearchcommunities.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 ECML2003 and PKDD2003 resulted in a joint program for the two conferences, including paper presentations, invited talks, tutorials, and workshops. Out of 332 submitted papers, 40 were accepted for publication in the ECML2003proceedings,and40wereacceptedforpublicationinthePKDD2003 proceedings. All the submitted papers were reviewed by three referees. In ad- tion to submitted papers, the conference program consisted of four invited talks, four tutorials, seven workshops, two tutorials combined with a workshop, and a discovery challenge.

Keywords

Bayesian network classification data mining database knowledge discovery learning logic pattern mining programming

Editors and affiliations

  • Nada Lavrač
    • 1
  • Dragan Gamberger
    • 2
  • Ljupčo Todorovski
    • 3
  • Hendrik Blockeel
    • 4
  1. 1.University of Nova GoricaNova GoricaSlovenia
  2. 2.Rudjer Bošković InstituteZagrebCroatia
  3. 3.Jozef Stefan InstituteLjubljanaSlovenia
  4. 4.Leiden Institute of Advanced Computer ScienceLeiden University 

Bibliographic information

  • DOI https://doi.org/10.1007/b13634
  • Copyright Information Springer-Verlag Berlin Heidelberg 2003
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-20085-7
  • Online ISBN 978-3-540-39804-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site