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Object oriented Bayesian Network for complex system risk assessment

Liu, Quan and Pérès, François and Tchangani, Ayeley Object oriented Bayesian Network for complex system risk assessment. (2016) IFAC-PapersOnLine, 49 (28). 31-36. ISSN 2405-8963

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Official URL: http://dx.doi.org/10.1016/j.ifacol.2016.11.006

Abstract

In this communication, we present a new way of risk management by using a new object oriented Bayesian network (OOBN) for modelling a large scale, dynamic system. In the first stage, the OOBN is extended by a series of new definitions, which has more flexibility for varying the parameters and for introducing the dynamic part. In a second stage, an updated way of the information propagation is presented that is suitable for the new OOBN

Item Type:Article
Additional Information:Thanks to Elsevier and IFAC-PapersOnLine editors. The definitive version is available at : http://www.sciencedirect.com/science/journal/24058963
HAL Id:hal-01527240
Audience (journal):Special issue journal
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Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
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Deposited On:05 May 2017 12:45

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