Bayesian networks in reliability

Helge Langseth; Luigi Portinale

doi:10.1016/j.ress.2005.11.037

Bayesian networks in reliability

Helge Langseth, Luigi Portinale

Dipartimento di Scienze e Innovazione Tecnologica

Risultato della ricerca: Contributo su rivista › Articolo in rivista › peer review

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.

Lingua originale	Inglese
pagine (da-a)	92-108
Numero di pagine	17
Rivista	Reliability Engineering and System Safety
Volume	92
Numero di pubblicazione	1
DOI	https://doi.org/10.1016/j.ress.2005.11.037
Stato di pubblicazione	Pubblicato - gen 2007

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10.1016/j.ress.2005.11.037

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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.",

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Bayesian networks in reliability

Abstract

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