Mapping FMEA into Bayesian Networks

Dynamic bayesian networks: representation, inference and learning

Kevin P. Murphy, Stuart Russell · 2002 · 2.6K citations

Improving the analysis of dependable systems by mapping fault trees into Bayesian networks

Andrea Bobbio, Luigi Portinale, M. Minichino et al. · Reliability Engineering & System Safety · 2001 · 899 citations

Reliability Engineering, Engineering, Uncertainty Quantification +12

HUGIN: a shell for building Bayesian belief universes for expert systems

Stig Kjær Andersen, Kristian G. Olesen, Finn V. Jensen et al. · VBN Forskningsportal (Aalborg Universitet) · 1989 · 408 citations

Artificial Intelligence, Engineering, Model-based Reasoning +24

Learning Bayesian network parameters from small data sets: application of Noisy-OR gates

Agnieszka Oniśko, Marek J. Drużdżel, Hanna Wasyluk · International Journal of Approximate Reasoning · 2001 · 317 citations

Small Data Sets, Bayesian Statistic, Engineering +14

Some Practical Issues in Constructing Belief Networks.

Max Henrion · Uncertainty in Artificial Intelligence · 1987 · 253 citations

Artificial Intelligence, Engineering, Automated Reasoning +5