Building large-scale Bayesian networks

By Martin David Neil, Norman E. Fenton, Lars Nielson. Knowledge engineering review (Print), 2000

340 citations recorded by the source corpus.

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Application of Bayesian Networks in Reliability Evaluation (2019, methodology): “[67] used real test data and expert opinion that were not used to derive the BNs to validate the proposed OOBN-based software reliability and safety prediction approach.”
Software metrics: roadmap (2000, methodology): “We have also developed (in collaboration with Hugin A/S) tools for a) generating quickly very large probability tables (including continuous variable nodes) and b) building large BBN topologies [42].”
Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (2007, background): “Let us consider some examples on the use of the idioms, all taken from the problem domain of risk assessment in software development processes (Neil et al. 2000).”