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© 2003

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
Conference proceedings PKDD 2003

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. Contributed Papers

    1. Stefan Holland, Martin Ester, Werner Kießling
      Pages 204-216
    2. Andreas Hotho, Steffen Staab, Gerd Stumme
      Pages 217-228
    3. Aleks Jakulin, Ivan Bratko
      Pages 229-240
    4. Karin Kailing, Hans-Peter Kriegel, Peer Kröger, Stefanie Wanka
      Pages 241-252
    5. Michael Kockelkorn, Andreas Lüneburg, Tobias Scheffer
      Pages 266-277
    6. Adam Kowalczyk, Bhavani Raskutti
      Pages 278-290
    7. Antti Leino, Heikki Mannila, Ritva Liisa Pitkänen
      Pages 291-302
    8. Marion Leleu, Christophe Rigotti, Jean-François Boulicaut, Guillaume Euvrard
      Pages 303-314
    9. Taneli Mielikäinen, Heikki Mannila
      Pages 327-338
    10. Atsuyoshi Nakamura, Mineichi Kudo, Akira Tanaka
      Pages 339-349
    11. Siegfried Nijssen, Joost N. Kok
      Pages 350-362
    12. Mordechai Nisenson, Ido Yariv, Ran El-Yaniv, Ron Meir
      Pages 363-374
    13. Fei Pan, Baoying Wang, Yi Zhang, Dongmei Ren, Xin Hu, William Perrizo
      Pages 375-386
    14. Nam Hun Park, Won Suk Lee
      Pages 387-398
    15. Henri Prade, Gilles Richard, Mathieu Serrurier
      Pages 399-410
    16. Maximilien Sauban, Bernhard Pfahringer
      Pages 411-422
    17. Jouni K. Seppänen, Ella Bingham, Heikki Mannila
      Pages 423-434

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 

About the editors

 

This book constitutes the refereed proceedings of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD 2003, held in Cavtat-Dubrovnik, Croatia in September 2003 in conjunction with ECML 2003.

The 40 revised full papers presented together with 4 invited contributions were carefully reviewed and, together with another 40 ones for ECML 2003, selected from a total of 332 submissions. The papers address all current issues in data mining and knowledge discovery in databases including data mining tools, association rule mining, classification, clustering, pattern mining, multi-relational classifiers, boosting, kernel methods, learning Bayesian networks, inductive logic programming, user preferences mining, time series analysis, multi-view learning, support vector machine, pattern mining, relational learning, categorization, information extraction, decision making, prediction, and decision trees.

Bibliographic information