A recurrence local computation approach towards ordering composite beliefs in bayesian belief networks

Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems

Steffen L. Lauritzen, David J. Spiegelhalter · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1988 · 3.9K citations

Engineering, Network Analysis, Computational Complexity +29

Fusion, propagation, and structuring in belief networks

Judea Pearl · Artificial Intelligence · 1986 · 2.1K citations

Decision Fusion, Engineering, Machine Learning +7

The computational complexity of probabilistic inference using bayesian belief networks

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Eric Horvitz, John S. Breese, Max Henrion · International Journal of Approximate Reasoning · 1988 · 370 citations

Artificial Intelligence, Engineering, Expert Systems +5

Fundamental concepts of qualitative probabilistic networks

Michael P. Wellman · Artificial Intelligence · 1990 · 367 citations

Probabilistic Ontology, Network Science, Engineering +8