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Lecture Notes in Artificial Intelligence

Machine Learning and Knowledge Discovery in Databases

European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Proceedings, Part III

Editors: Balcázar, J.L., Bonchi, F., Gionis, A., Sebag, M. (Eds.)

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Table of contents (48 chapters)

Table of contents (48 chapters)
  • Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations

    Pages 1-16

    Pajarinen, Joni (et al.)

  • Unsupervised Trajectory Sampling

    Pages 17-33

    Pelekis, Nikos (et al.)

  • Fast Extraction of Locally Optimal Patterns Based on Consistent Pattern Function Variations

    Pages 34-49

    Pennerath, Frédéric

  • Large Margin Learning of Bayesian Classifiers Based on Gaussian Mixture Models

    Pages 50-66

    Pernkopf, Franz (et al.)

  • Learning with Ensembles of Randomized Trees : New Insights

    Pages 67-82

    Pisetta, Vincent (et al.)

Buy this book

eBook $109.00
price for USA in USD
  • ISBN 978-3-642-15939-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $149.00
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, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Proceedings, Part III
Editors
  • José L. Balcázar
  • Francesco Bonchi
  • Aristides Gionis
  • Michele Sebag
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
6323
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-15939-8
DOI
10.1007/978-3-642-15939-8
Softcover ISBN
978-3-642-15938-1
Edition Number
1
Number of Pages
XXII, 632
Number of Illustrations
183 b/w illustrations
Topics