Bayesian Networks and participatory modelling in water resource management

Causality: Models, Reasoning and Inference

Christopher Hitchcock, Judea Pearl · The Philosophical Review · 2001 · 4.8K citations

Humanities, Philosophy, Causal Inference +14

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 · 4K citations

Computing, Mathematics, Knowledge Representation +16

Fusion, propagation, and structuring in belief networks

Judea Pearl · Artificial Intelligence · 1986 · 2.2K citations

Computing, Computer Science, Knowledge Representation +10

Causality: Models, Reasoning, and Inference

Ramalingam Shanmugam · Neurocomputing · 2001 · 1.4K citations

Public Health, Mathematics, Causal Inference +5

An Introduction to Bayesian Networks.

Thomas Richardson, Finn V. Jensen · Journal of the American Statistical Association · 1997 · 1.2K citations

Natural Sciences, Computer Science, Mathematics +12