Bayesian networks are probabilistic graphical models that represent variables as nodes connected by directed edges encoding causal or dependency relations. In fault diagnosis, they enable the ...

Bayesian networks (BNs) constitute a class of probabilistic graphical models that integrate diverse streams of information—ranging from empirical data to expert judgement—to characterise causal ...

Bayesian networks, also known as Bayes nets, belief networks, or decision networks, are a powerful tool for understanding and reasoning about complex systems under uncertainty. They are essentially ...