Applications of Bayesian networks in reliability analysis

Helge Langseth; Luigi Portinale

doi:10.4018/978-1-59904-141-4.ch005

Applications of Bayesian networks in reliability analysis

Dipartimento di Scienze e Innovazione Tecnologica

Risultato della ricerca: Capitolo in libro/report/atti di convegno › Contributo in volume (Capitolo o Saggio) › peer review

Abstract

Over the last decade, Bayesian networks (BNs) have become a popular tool for modeling many kinds of statistical problems. In this chapter we will discuss the properties of the modeling framework that make BNs particularly well suited for reliability applications. This discussion is closely linked to the analysis of a real-world example.

Lingua originale	Inglese
Titolo della pubblicazione ospite	Bayesian Network Technologies
Sottotitolo della pubblicazione ospite	Applications and Graphical Models
Editore	IGI GLOBAL
Pagine	84-102
Numero di pagine	19
ISBN (stampa)	9781599041414
DOI	https://doi.org/10.4018/978-1-59904-141-4.ch005
Stato di pubblicazione	Pubblicato - 2007

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10.4018/978-1-59904-141-4.ch005

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Applications of Bayesian networks in reliability analysis

Abstract

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