Concepedia

Methods for building Conditional Probability Tables of Bayesian Belief Networks from limited judgment: An evaluation for Human Reliability Application

Luca Podofillini, Vinh N. Dang

Reliability Engineering & System Safety · 2016 · 105 citations · 27 references

Concepts

ComputingPsychologyBayesian Data AnalysisProbability TheoryUncertainty QuantificationBayesian Decision TheoryBayesian InferenceBayesian Model BuildingBayesian ModelingBayesian StatisticsProbabilistic ModelingBayesian Graphical ModelsBayesian JudgmentBayesian Network AnalysisBayesian NetworksBelief NetworksConditional Probability ModelsProbabilistic Expert SystemsProbabilistic Reasoning

References

27

Fusion, propagation, and structuring in belief networks

Judea Pearl · Artificial Intelligence · 1986 · 2.2K citations

Computing, Computer Science, Knowledge Representation +10

Bayesian networks in reliability

Helge Langseth, Luigi Portinale · Reliability Engineering & System Safety · 2006 · 565 citations

Computing, Industrial Engineering, Systems Engineering +12

Fundamental concepts of qualitative probabilistic networks

Michael P. Wellman · Artificial Intelligence · 1990 · 371 citations

Natural Sciences, Mathematics, Probability Theory +13

Building large-scale Bayesian networks

Martin Neil, Norman Fenton, Lars Nielson · The Knowledge Engineering Review · 2000 · 285 citations

Computing, Decision Sciences, Bayesian Data Analysis +12

Building probabilistic networks: "Where do the numbers come from?" guest editors' introduction

Marek J. Drużdżel, Linda C. van der Gaag · IEEE Transactions on Knowledge and Data Engineering · 2000 · 266 citations

Computing, Computer Science, Diagnostic Reasoning +16