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Lecture Notes in Artificial Intelligence

Probabilistic Graphical Models

7th European Workshop, PGM 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings

Editors: van der Gaag, Linda C., Feelders, Ad J. (Eds.)

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eBook $79.99
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  • ISBN 978-3-319-11433-0
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  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-319-11432-3
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About this book

This book constitutes the refereed proceedings of the 7th International Workshop on Probabilistic Graphical Models, PGM 2014, held in Utrecht, The Netherlands, in September 2014. The 38 revised full papers presented in this book were carefully reviewed and selected from 44 submissions. The papers cover all aspects of graphical models for probabilistic reasoning, decision making, and learning.

Table of contents (38 chapters)

  • Structural Sensitivity for the Knowledge Engineering of Bayesian Networks

    Albrecht, David (et al.)

    Pages 1-16

  • A Pairwise Class Interaction Framework for Multilabel Classification

    Arias, Jacinto (et al.)

    Pages 17-32

  • From Information to Evidence in a Bayesian Network

    Ben Mrad, Ali (et al.)

    Pages 33-48

  • Learning Gated Bayesian Networks for Algorithmic Trading

    Bendtsen, Marcus (et al.)

    Pages 49-64

  • Local Sensitivity of Bayesian Networks to Multiple Simultaneous Parameter Shifts

    Bolt, Janneke H. (et al.)

    Pages 65-80

Buy this book

eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-319-11433-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-319-11432-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Probabilistic Graphical Models
Book Subtitle
7th European Workshop, PGM 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings
Editors
  • Linda C. van der Gaag
  • Ad J. Feelders
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
8754
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-11433-0
DOI
10.1007/978-3-319-11433-0
Softcover ISBN
978-3-319-11432-3
Edition Number
1
Number of Pages
XII, 598
Number of Illustrations
186 b/w illustrations
Topics