Modeling and Analysis of Dependable Systems: A Probabilistic Graphical Model Perspective

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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 ...

Modeling and Analysis of Dependable Systems: A Probabilistic Graphical Model Perspective 2017, World Scientific Publishing Company, Singapore

ISBN-13: 9789814612036

Hardcover

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