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9783642088544

Advances in Probabilistic Graphical Models

by ; ;
  • ISBN13:

    9783642088544

  • ISBN10:

    3642088546

  • Edition: Reprint
  • Format: Paperback
  • Copyright: 2010-11-19
  • Publisher: Springer Nature
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Supplemental Materials

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Summary

This book brings together important topics of current research in probabilistic graphical modeling, learning from data and probabilistic inference. Coverage includes such topics as the characterization of conditional independence, the learning of graphical models with latent variables, and extensions to the influence diagram formalism as well as important application fields, such as the control of vehicles, bioinformatics and medicine.

Supplemental Materials

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The Used, Rental and eBook copies of this book are not guaranteed to include any supplemental materials. Typically, only the book itself is included. This is true even if the title states it includes any access cards, study guides, lab manuals, CDs, etc.

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