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Lecture Notes in Artificial Intelligence

Machine Learning and Knowledge Discovery in Databases

European Conference, Antwerp, Belgium, September 15-19, 2008, Proceedings, Part II

Editors: Daelemans, Walter, Morik, Katharina (Eds.)

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  • ISBN 978-3-540-87481-2
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About this book

This book constitutes the refereed proceedings of the joint conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2008, held in Antwerp, Belgium, in September 2008.

The 100 papers presented in two volumes, together with 5 invited talks, were carefully reviewed and selected from 521 submissions. In addition to the regular papers the volume contains 14 abstracts of papers appearing in full version in the Machine Learning Journal and the Knowledge Discovery and Databases Journal of Springer.

The conference intends to provide an international forum for the discussion of the latest high quality research results in all areas related to machine learning and knowledge discovery in databases. The topics addressed are application of machine learning and data mining methods to real-world problems, particularly exploratory research that describes novel learning and mining tasks and applications requiring non-standard techniques.

Table of contents (48 chapters)

Table of contents (48 chapters)
  • Exceptional Model Mining

    Pages 1-16

    Leman, Dennis (et al.)

  • A Joint Topic and Perspective Model for Ideological Discourse

    Pages 17-32

    Lin, Wei-Hao (et al.)

  • Effective Pruning Techniques for Mining Quasi-Cliques

    Pages 33-49

    Liu, Guimei (et al.)

  • Efficient Pairwise Multilabel Classification for Large-Scale Problems in the Legal Domain

    Pages 50-65

    Loza Mencía, Eneldo (et al.)

  • Fitted Natural Actor-Critic: A New Algorithm for Continuous State-Action MDPs

    Pages 66-81

    Melo, Francisco S. (et al.)

Buy this book

eBook $129.00
price for USA in USD
  • ISBN 978-3-540-87481-2
  • 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 in USD
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning and Knowledge Discovery in Databases
Book Subtitle
European Conference, Antwerp, Belgium, September 15-19, 2008, Proceedings, Part II
Editors
  • Walter Daelemans
  • Katharina Morik
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
5212
Copyright
2008
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-87481-2
DOI
10.1007/978-3-540-87481-2
Softcover ISBN
978-3-540-87480-5
Edition Number
1
Number of Pages
XXIII, 698
Topics