Introduction to Bayesian Networks

1,267 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

A survey on datasets for fairness‐aware machine learning (2021, background): “A Bayesian network (BN) (Holmes & Jain, 2008) is a directed and acyclic probabilistic graphical model which provides a graphical representation to understand the complex relationships between a set of random variables.”
Overview on Bayesian networks applications for dependability, risk analysis and maintenance areas (2012, methodology): “The principles of this modeling tool are explained in (Jensen, 1996; Pearl et al .”