Modeling and Analysis of Dependable Systems
A Probabilistic Graphical Model Perspective
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 introduc…
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Produktdetails
Weitere Autoren: Raiteri, Daniele Codetta
- ISBN: 978-981-46120-3-6
- EAN: 9789814612036
- Produktnummer: 28844454
- Verlag: Wspc
- Sprache: Englisch
- Erscheinungsjahr: 2017
- Seitenangabe: 270 S.
- Masse: H23.5 cm x B15.7 cm x D1.9 cm 548 g
- Abbildungen: HC gerader Rücken kaschiert
- Gewicht: 548
2 weitere Werke von Luigi Portinale:
Advances in Case-Based Reasoning
A Probabilistic Graphical Model Perspective
A Probabilistic Graphical Model Perspective
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