Lecture Notes in Artificial Intelligence

Knowledge Discovery in Databases: PKDD 2005

9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings

Editors: Jorge, A., Torgo, L., Brazdil, P., Camacho, R., Gama, J. (Eds.)

Buy this book

eBook $129.00
price for USA (gross)
  • ISBN 978-3-540-31665-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $169.00
price for USA
  • ISBN 978-3-540-29244-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

The European Conference on Machine Learning (ECML) and the European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD) were jointly organized this year for the ?fth time in a row, after some years of mutual independence before. After Freiburg (2001), Helsinki (2002), Cavtat (2003) and Pisa (2004), Porto received the 16th edition of ECML and the 9th PKDD in October 3–7. Having the two conferences together seems to be working well: 585 di?erent paper submissions were received for both events, which maintains the high s- mission standard of last year. Of these, 335 were submitted to ECML only, 220 to PKDD only and 30 to both. Such a high volume of scienti?c work required a tremendous e?ort from Area Chairs, Program Committee members and some additional reviewers. On average, PC members had 10 papers to evaluate, and Area Chairs had 25 papers to decide upon. We managed to have 3 highly qua- ?edindependentreviewsperpaper(withveryfewexceptions)andoneadditional overall input from one of the Area Chairs. After the authors’ responses and the online discussions for many of the papers, we arrived at the ?nal selection of 40 regular papers for ECML and 35 for PKDD. Besides these, 32 others were accepted as short papers for ECML and 35 for PKDD. This represents a joint acceptance rate of around 13% for regular papers and 25% overall. We thank all involved for all the e?ort with reviewing and selection of papers. Besidesthecoretechnicalprogram,ECMLandPKDDhad6invitedspeakers, 10 workshops, 8 tutorials and a Knowledge Discovery Challenge.

Table of contents (76 chapters)

  • Data Analysis in the Life Sciences — Sparking Ideas —

    Berthold, Michael R.

    Pages 1-1

  • Machine Learning for Natural Language Processing (and Vice Versa?)

    Cardie, Claire

    Pages 2-2

  • Statistical Relational Learning: An Inductive Logic Programming Perspective

    Raedt, Luc

    Pages 3-5

  • Recent Advances in Mining Time Series Data

    Keogh, Eamonn

    Pages 6-6

  • Focus the Mining Beacon: Lessons and Challenges from the World of E-Commerce

    Kohavi, Ron

    Pages 7-7

Buy this book

eBook $129.00
price for USA (gross)
  • ISBN 978-3-540-31665-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $169.00
price for USA
  • ISBN 978-3-540-29244-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Knowledge Discovery in Databases: PKDD 2005
Book Subtitle
9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings
Editors
  • Alípio Jorge
  • Luís Torgo
  • Pavel Brazdil
  • Rui Camacho
  • João Gama
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
3721
Copyright
2005
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-31665-7
DOI
10.1007/11564126
Softcover ISBN
978-3-540-29244-9
Edition Number
1
Number of Pages
XXIII, 719
Topics