Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Information Science and Statistics)
Kjærulff, Uffe B., Madsen, Anders L.
ISBN 10: 1461451035 ISBN 13: 9781461451037
Verlag: Springer, 2012
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Beschreibung
Beschreibung:
In a Second Edition offering six new sections, new examples, tables, figures and more, this book shows how to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. Includes more than 140 examples. Series: Information Science and Statistics. Num Pages: 400 pages, 30 black & white tables, biography. BIC Classification: PBT; UNF; UYQ. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 22. Weight in Grams: 738. . 2012. 2nd ed. 2013. Hardcover. . . . . Books ship from the US and Ireland. Bestandsnummer des Verkäufers V9781461451037
Inhaltsangabe:
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 for knowledge elicitation, model construction and verification, modeling techniques and tricks, learning models from data, and analyses of models have all been developed and refined on the basis of numerous courses that the authors have held for practitioners worldwide.
Über die Autorin bzw. den Autor:
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.
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Bibliografische Details
Titel: Bayesian Networks and Influence Diagrams: A ...
Verlag: Springer
Erscheinungsdatum: 2012
Einband: Hardcover
Zustand: New
Auflage: 2. Auflage
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Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Information Science and Statistics, 22)
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Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Information Science and Statistics, 22)
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Springer-Verlag Publishing, 2012
ISBN 10: 1461451035
ISBN 13: 9781461451037
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Zustand: Very Good. 2. Very Good++; Hardcover; Close to new condition; Covers are still glossy with "straight" edge-corners; Unblemished textblock edges; The endpapers and all text pages are bright and unmarked; Binding is tight with a straight spine; This book will be stored and delivered in a sturdy cardboard box with foam padding; Medium Format (8.5" - 9.75" tall); Tan and gray covers with title in white lettering; 2nd Edition; 2012, Springer-Verlag Publishing; 382 pages; "Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Information Science and Statistics)," by Uffe B. Kjærulff & Anders L. Madsen. Artikel-Nr. SKU-W17GA03512229
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Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis
Verlag:
Springer New York, Springer US, 2012
ISBN 10: 1461451035
ISBN 13: 9781461451037
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 for knowledge elicitation, model construction and verification, modeling techniques and tricks, learning models from data, and analyses of models have all been developed and refined on the basis of numerous courses that the authors have held for practitioners worldwide. Artikel-Nr. 9781461451037
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Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis
Verlag:
Springer New York, Springer US Nov 2012, 2012
ISBN 10: 1461451035
ISBN 13: 9781461451037
Neu
Hardcover
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Buch. Zustand: Neu. Neuware -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 for knowledge elicitation, model construction and verification, modeling techniques and tricks, learning models from data, and analyses of models have all been developed and refined on the basis of numerous courses that the authors have held for practitioners worldwide.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 400 pp. Englisch. Artikel-Nr. 9781461451037
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