Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems

SUMMARY A causal network is used in a number of areas as a depiction of patterns of ‘influence’ among sets of variables. In expert systems it is common to perform ‘inference’ by means of local computations on such large but sparse networks. In general, non-probabilistic methods are used to handle un... View More