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MODELING AND ANALYSIS OF DEPENDABLE SYSTEMS: A PROBABILISTIC GRAPHICAL MODEL PERSPECTIVE - Hardcover
Synopsis
The monographic volume addresses, in a systematic and comprehensive way, the state-of-the-art dependability (reliability, availability, risk and safety, security) of systems, using the Artificial Intelligence framework of Probabilistic Graphical Models (PGM). After a survey about the main concepts and methodologies adopted in dependability analysis, the book discusses the main features of PGM formalisms (like Bayesian and Decision Networks) and the advantages, both in terms of modeling and analysis, with respect to classical formalisms and model languages.Methodologies for deriving PGMs from standard dependability formalisms will be introduced, by pointing out tools able to support such a process. Several case studies will be presented and analyzed to support the suitability of the use of PGMs in the study of dependable systems.
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- PublisherWorld Scientific Publishing Company
- Publication date2015
- ISBN 10 9814612030
- ISBN 13 9789814612036
- BindingHardcover
- LanguageEnglish
- Number of pages272
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MODELING AND ANALYSIS OF DEPENDABLE SYSTEMS: A PROBABILISTIC GRAPHICAL MODEL PERSPECTIVE
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World Scientific Publishing Comp, 2015
ISBN 10: 9814612030
ISBN 13: 9789814612036
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Modeling and Analysis of Dependable Systems
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Modeling and Analysis of Dependable Systems
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Modeling and Analysis of Dependable Systems : A Probabilistic Graphical Model Perspective
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Modeling and Analysis of Dependable Systems a Probabilistic Graphical Model Perspective
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ISBN 13: 9789814612036
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MODELING AND ANALYSIS OF DEPENDABLE SYSTEMS: A PROBABILISTIC GRAPHICAL MODEL PERSPECTIVE
Published by
World Scientific Publishing Company, 2015
ISBN 10: 9814612030
ISBN 13: 9789814612036
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MODELING AND ANALYSIS OF DEPENDABLE SYSTEMS: A PROBABILISTIC GRAPHICAL MODEL PERSPECTIVE
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World Scientific Publishing Company, 2015
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ISBN 13: 9789814612036
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MODELING AND ANALYSIS OF DEPENDABLE SYSTEMS: A PROBABILISTIC GRAPHICAL MODEL PERSPECTIVE
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Modeling and Analysis of Dependable Systems a Probabilistic Graphical Model Perspective
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MODELING AND ANALYSIS OF DEPENDABLE SYSTEMS: A PROBABILISTIC GRAPHICAL MODEL PERSPECTIVE
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