Lecture Notes in Artificial Intelligence

Machine Learning: ECML 2007

18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007, Proceedings

Editors: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladenic, D. (Eds.)

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About this book

The two premier annual European conferences in the areas of machine learning and data mining have been collocated ever since the ?rst joint conference in Freiburg, 2001. The European Conference on Machine Learning (ECML) traces its origins to 1986, when the ?rst European Working Session on Learning was held in Orsay, France. The European Conference on Principles and Practice of KnowledgeDiscoveryinDatabases(PKDD) was?rstheldin1997inTrondheim, Norway. Over the years, the ECML/PKDD series has evolved into one of the largest and most selective international conferences in machine learning and data mining. In 2007, the seventh collocated ECML/PKDD took place during September 17–21 on the centralcampus of WarsawUniversityand in the nearby Staszic Palace of the Polish Academy of Sciences. The conference for the third time used a hierarchical reviewing process. We nominated 30 Area Chairs, each of them responsible for one sub-?eld or several closely related research topics. Suitable areas were selected on the basis of the submission statistics for ECML/PKDD 2006 and for last year’s International Conference on Machine Learning (ICML 2006) to ensure a proper load balance amongtheAreaChairs.AjointProgramCommittee(PC)wasnominatedforthe two conferences, consisting of some 300 renowned researchers, mostly proposed by the Area Chairs. This joint PC, the largest of the series to date, allowed us to exploit synergies and deal competently with topic overlaps between ECML and PKDD. ECML/PKDD 2007 received 592 abstract submissions. As in previous years, toassistthereviewersandtheAreaChairsintheir?nalrecommendationauthors had the opportunity to communicate their feedback after the reviewing phase.

Table of contents (49 chapters)

Table of contents (49 chapters)

Buy this book

eBook $119.00
price for USA in USD (gross)
  • ISBN 978-3-540-74958-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $159.99
price for USA in USD
  • ISBN 978-3-540-74957-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning: ECML 2007
Book Subtitle
18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007, Proceedings
Editors
  • Joost N. Kok
  • Jacek Koronacki
  • Ramon Lopez de Mantaras
  • Stan Matwin
  • Dunja Mladenic
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
4701
Copyright
2007
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-74958-5
DOI
10.1007/978-3-540-74958-5
Softcover ISBN
978-3-540-74957-8
Edition Number
1
Number of Pages
XXIV, 812
Topics