Bayesian network
Graph model encoding variables and their probabilistic dependencies. Enables reasoning under uncertainty in AI systems.
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Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference Published by Judea Pearl
In 1988, Judea Pearl of UCLA published Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference with Morgan Kaufmann, providing a systematic framework for representing and computing with uncertain knowledge using Bayesian networks and belief propagation algorithms.