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Knowledge Discovery in Databases: PKDD 2006

10th European Conference on Principles and Practice of Knowledge Discovery in Databases Berlin, Germany, September 18-22, 2006 Proceedings

  • Johannes Fürnkranz
  • Tobias Scheffer
  • Myra Spiliopoulou

Part of the Lecture Notes in Computer Science book series (LNCS, volume 4213)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 4213)

Table of contents

  1. Front Matter
  2. Invited Talks

    1. Charu C. Aggarwal
      Pages 1-1
    2. C. Lee Giles
      Pages 2-2
    3. Jonathan Schaeffer
      Pages 3-3
    4. Sebastian Thrun
      Pages 4-4
    5. Henry Tirri
      Pages 5-5
  3. Long Papers

    1. Martin Atzmueller, Frank Puppe
      Pages 6-17
    2. Hendrik Blockeel, Leander Schietgat, Jan Struyf, Sašo Džeroski, Amanda Clare
      Pages 18-29
    3. Levent Bolelli, Seyda Ertekin, C. Lee Giles
      Pages 30-41
    4. Bouchra Bouqata, Christopher D. Carothers, Boleslaw K. Szymanski, Mohammed J. Zaki
      Pages 42-54
    5. Björn Bringmann, Albrecht Zimmermann, Luc De Raedt, Siegfried Nijssen
      Pages 55-66
    6. Nicolas Cebron, Michael R. Berthold
      Pages 79-90
    7. Duen Horng Chau, Shashank Pandit, Christos Faloutsos
      Pages 103-114
    8. Ian Davidson, Kiri L. Wagstaff, Sugato Basu
      Pages 115-126
    9. Christoph F. Eick, Banafsheh Vaezian, Dan Jiang, Jing Wang
      Pages 127-138
    10. Johannes Fischer, Volker Heun, Stefan Kramer
      Pages 139-150
    11. Arik Friedman, Assaf Schuster, Ran Wolff
      Pages 151-162
    12. Gemma C. Garriga, Petra Kralj, Nada Lavrač
      Pages 163-174
    13. Hannes Heikinheimo, Heikki Mannila, Jouni K. Seppänen
      Pages 175-186
    14. Jiayuan Huang, Tingshao Zhu, Dale Schuurmans
      Pages 187-198
    15. Jiayuan Huang, Tingshao Zhu, Russell Greiner, Dengyong Zhou, Dale Schuurmans
      Pages 199-210
    16. Takahiko Ito, Masashi Shimbo, Daichi Mochihashi, Yuji Matsumoto
      Pages 235-246
    17. Alípio M. Jorge, Paulo J. Azevedo, Fernando Pereira
      Pages 247-258
    18. Masahiro Kimura, Kazumi Saito
      Pages 259-271
    19. Chi-Hoon Lee, Russell Greiner, Osmar Zaïane
      Pages 272-283
    20. Kun Liu, Chris Giannella, Hillol Kargupta
      Pages 297-308
    21. Ying Liu, Alok Choudhary, Jianhong Zhou, Ashfaq Khokhar
      Pages 309-321
    22. Panagis Magdalinos, Christos Doulkeridis, Michalis Vazirgiannis
      Pages 322-334
    23. Pauli Miettinen, Taneli Mielikäinen, Aristides Gionis, Gautam Das, Heikki Mannila
      Pages 335-346
    24. Alec Pawling, Nitesh V. Chawla, Amitabh Chaudhary
      Pages 347-358
    25. Duygu Ucar, Sitaram Asur, Umit Catalyurek, Srinivasan Parthasarathy
      Pages 371-382
    26. Celine Vens, Jan Ramon, Hendrik Blockeel
      Pages 383-394
    27. Herna L. Viktor, Eric Paquet, Hongyu Guo
      Pages 395-406
    28. Michail Vlachos, Spiros Papadimitriou, Zografoula Vagena, Philip S. Yu
      Pages 407-420
    29. Michael Wurst, Martin Scholz
      Pages 421-433
    30. Ziming Zhuang, Silviu Cucerzan, C. Lee Giles
      Pages 434-445
  4. Short Papers

    1. Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Ina Müller-Gorman, Arthur Zimek
      Pages 446-453
    2. Toon Calders, Bart Goethals, Adriana Prado
      Pages 454-461
    3. Joe Catalano, Tom Armstrong, Tim Oates
      Pages 462-469
    4. Giorgio Corani, Chris Edgar, Isabelle Marshall, Keith Wesnes, Marco Zaffalon
      Pages 470-477
    5. Nele Dexters, Paul W. Purdom, Dirk Van Gucht
      Pages 487-494
    6. Khalid El-Arini, Andrew W. Moore, Ting Liu
      Pages 495-502
    7. Eibe Frank, Remco R. Bouckaert
      Pages 503-510

Other volumes

  1. 17th European Conference on Machine Learning Berlin, Germany, September 18-22, 2006 Proceedings
  2. Knowledge Discovery in Databases: PKDD 2006
    10th European Conference on Principles and Practice of Knowledge Discovery in Databases Berlin, Germany, September 18-22, 2006 Proceedings

About these proceedings

Introduction

The two premier annual European conferences in the areas of machine learning anddatamining havebeencollocatedeversincethejointconferenceinFreiburg, Germany,2001. The European Conference on Machine Learning wasestablished 20 years ago, when the ?rst European Working Session on Learning was held in Orsay, France, in 1986. The conference is growing, and is more lively than ever. The European Conference on Principles and Practice of Knowledge Discovery in Databasescelebratesits tenth anniversary;the ?rst PKDD took place in 1997 in Trondheim, Norway. Over the years, the ECML/PKDD series has evolved into one of the largest and most selective international conferences in these areas, the only one that provides a common forum for the two closely related ?elds. In 2006, the 6th collocated ECML/PKDD took place during September 18-22, when the Humboldt-Universität zu Berlin hosted the 17th European Conference on Machine Learning (ECML) and the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD). The successful model of a hierarchical reviewing process that was introduced last year for the ECML/PKDD 2005 in Porto has been taken over in 2006. We nominated 32 Area Chairs, each of them responsible for several closely related research topics. Suitable areas were selected on the basis of the submission s- tistics for ECML/PKDD 2005 to ensure a proper load balance among the Area Chairs. For the ?rst time, a joint Program Committee was nominated for the two conferences, consisting of 280 renowned researchers,mostly proposed by the AreaChairs.

Keywords

algorithmic learning algorithms association rule mining classification cluster analysis data analysis data mining database decision trees knowledge discovery modeling pattern mining relational database sensing visualization

Editors and affiliations

  • Johannes Fürnkranz
    • 1
  • Tobias Scheffer
    • 2
  • Myra Spiliopoulou
    • 3
  1. 1.Knowledge Engineering GroupTechnische Universität Darmstadt 
  2. 2.Max Planck Institute for Computer ScienceSaarbrückenGermany
  3. 3.Faculty of Computer ScienceOtto-von-Guericke-University MagdeburgGermany

Bibliographic information

  • DOI https://doi.org/10.1007/11871637
  • Copyright Information Springer-Verlag Berlin Heidelberg 2006
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-45374-1
  • Online ISBN 978-3-540-46048-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site