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Technical Reports

Technical Report Details
Authors:Helge Langseth
Luigi Portinale
Scientific Area:Uncertain Reasoning
Probabilistic Graphical Models
Dependability and Reliability
Title:Bayesian Networks in Reliability
Published on:TR-INF-2005-04-01-UNIPMN
Publisher:DiSIT, Computer Science Institute, UPO
Year:2005
URL:http://www.di.unipmn.it...R-INF-2005-04-01-UNIPMN.pdf
Abstract:Over the last decade, Bayesian Networks (BNs) have become a popular tool for modelling many kinds of statistical problems. We have also seen a growing interest for using BNs in the reliability analysis community. In this paper we will discuss the properties of the modelling framework that make BNs particularly well suited for reliability applications, and point to ongoing research that is relevant for practitioners in reliability.