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)

Table of contents

  1. Long Papers

    1. Hannes Heikinheimo, Heikki Mannila, Jouni K. Seppänen
      Pages 175-186
    2. Jiayuan Huang, Tingshao Zhu, Dale Schuurmans
      Pages 187-198
    3. Jiayuan Huang, Tingshao Zhu, Russell Greiner, Dengyong Zhou, Dale Schuurmans
      Pages 199-210
    4. Takahiko Ito, Masashi Shimbo, Daichi Mochihashi, Yuji Matsumoto
      Pages 235-246
    5. Alípio M. Jorge, Paulo J. Azevedo, Fernando Pereira
      Pages 247-258
    6. Masahiro Kimura, Kazumi Saito
      Pages 259-271
    7. Chi-Hoon Lee, Russell Greiner, Osmar Zaïane
      Pages 272-283
    8. Kun Liu, Chris Giannella, Hillol Kargupta
      Pages 297-308
    9. Ying Liu, Alok Choudhary, Jianhong Zhou, Ashfaq Khokhar
      Pages 309-321
    10. Panagis Magdalinos, Christos Doulkeridis, Michalis Vazirgiannis
      Pages 322-334
    11. Pauli Miettinen, Taneli Mielikäinen, Aristides Gionis, Gautam Das, Heikki Mannila
      Pages 335-346
    12. Alec Pawling, Nitesh V. Chawla, Amitabh Chaudhary
      Pages 347-358
    13. Duygu Ucar, Sitaram Asur, Umit Catalyurek, Srinivasan Parthasarathy
      Pages 371-382
    14. Celine Vens, Jan Ramon, Hendrik Blockeel
      Pages 383-394
    15. Herna L. Viktor, Eric Paquet, Hongyu Guo
      Pages 395-406
    16. Michail Vlachos, Spiros Papadimitriou, Zografoula Vagena, Philip S. Yu
      Pages 407-420

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
  • About this book