Description: Modeling and Analysis of Dependable Systems : A Probabilistic Graphical Model Perspective, Hardcover by Portinale, Luigi; Raiteri, Daniele Codetta, ISBN 9814612030, ISBN-13 9789814612036, Brand New, Free shipping in the US Portinale and Raiteri present approaches to the dependability of systems using the artificial intelligence framework of probabilistic graphical models. This framework, and in particular the Bayesian network formalism, has been extensively employed in several sub-fields of artificial intelligence that are strictly related to dependability and reliability issues, they say, including diagnostic problem solving, intelligent monitoring, and recovery planning. Their case studies are cascading failures; autonomous fault detection, identification, and recovery; security assessment in critical infrastructures; and dynamic reliability. Annotation ©2016 Ringgold, Inc., Portland, OR ()
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Book Title: Modeling and Analysis of Dependable Systems : A Probabilistic Gra
Publisher: World Industries Scientific Publishing Co Pte LTD
Subject: Intelligence (Ai) & Semantics, System Theory, Probability & Statistics / Bayesian Analysis
Number of Pages: Xviii, 251 Pages
Publication Name: Modeling and Analysis of Dependable Systems : a Probabilistic Graphical Model Perspective
Language: English
Item Weight: 0 Oz
Type: Textbook
Author: Luigi Portinale, Daniele Codetta Raiteri
Subject Area: Mathematics, Computers, Science
Format: Hardcover
