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1 edition of Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis found in the catalog.

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis

by Uffe B. Kjaerulff

  • 222 Want to read
  • 23 Currently reading

Published by Springer New York, Imprint: Springer in New York, NY .
Written in English

    Subjects:
  • Probability Theory and Stochastic Processes,
  • Statistics,
  • Data Mining and Knowledge Discovery,
  • Probability and Statistics in Computer Science,
  • Distribution (Probability theory),
  • Mathematical statistics,
  • Artificial Intelligence (incl. Robotics),
  • Data mining,
  • Management Science Operations Research,
  • Statistics and Computing/Statistics Programs,
  • Artificial intelligence,
  • Computer science

  • About the Edition

    Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, Second Edition, provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. This new edition contains six new sections, in addition to fully-updated examples, tables, figures, and a revised appendix. Intended primarily for practitioners, this book does not require sophisticated mathematical skills or deep understanding of the underlying theory and methods nor does it discuss alternative technologies for reasoning under uncertainty. The theory and methods presented are illustrated through more than 140 examples, and exercises are included for the reader to check his or her level of understanding. The techniques and methods presented on model construction and verification, modeling techniques and tricks, learning models from data, and analyses of models have all been developed and refined based on numerous courses the authors have held for practitioners worldwide.

    Uffe B. Kjærulff holds a PhD on probabilistic networks and is an Associate Professor of Computer Science at Aalborg University. Anders L. Madsen of HUGIN EXPERT A/S holds a PhD on probabilistic networks and is an Adjunct Professor of Computer Science at Aalborg University.

    Edition Notes

    Statementby Uffe B. Kjærulff, Anders L. Madsen
    SeriesInformation Science and Statistics -- 22
    ContributionsMadsen, Anders L., SpringerLink (Online service)
    Classifications
    LC ClassificationsQA276-280
    The Physical Object
    Format[electronic resource] /
    PaginationXVII, 382 p. 186 illus.
    Number of Pages382
    ID Numbers
    Open LibraryOL27020194M
    ISBN 109781461451044

    Dec 01,  · Read "Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis by Uffe B. Kjaerulff, Anders L. Madsen, International Statistical Review" on DeepDyve, the largest online rental service for scholarly research with thousands of academic publications available at your akikopavolka.com: Ghosh, Jayanta K. "Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis by Uffe B. Kjaerulff, Anders L. Madsen," International Statistical Review, International Statistical Institute, vol. 76(3), pages , December.

    Uffe B. Kjærulff, "Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis " English | ISBN: | | pages | PDF | KB. Download risk assessment and decision analysis with bayesian networks second edition ebook free in PDF and EPUB Format. risk assessment and decision analysis with bayesian networks second edition also available in docx and mobi. Read risk assessment and decision analysis with bayesian networks second edition online, read in mobile or Kindle.

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Download for offline reading, highlight, bookmark or take notes while you read Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis. Nov 29,  · Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, Second Edition, provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks/5(6).

Probabilistic networks, also known as Bayesian networks and influence diagrams, have become one of the most promising technologies in the area of applied artificial intelligence.

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Nov 19,  · Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis by Uffe B. Kjaerulff,available at Book Depository with free delivery worldwide/5(6). Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks.

Nov 30,  · Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, Second Edition, provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks.

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