Pubblication 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 |
| Tipo Pubblicazione: | Technical Report |
| 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. |
