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 ...
Statistical modelling of graphical structures provides a principled framework for representing complex dependencies among multiple variables by means of graphs. In these representations, nodes ...