Technical Report Details
|Scientific Area:||Uncertain Reasoning|
|Probabilistic Graphical Models|
|Dependability and Reliability|
|Title:||Bayesian Networks in Reliability|
|Publisher:||DiSIT, Computer Science Institute, UPO|
|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.|