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Graphical and semantic extensions of variable elimination in Bayesian Networks.
(Faculty of Graduate Studies and Research, University of Regina, 2013-01)
Variable Elimination (VE) is a central component of Bayesian network (BN) inference. Two drawbacks of VE are that it has no graphical depiction and that currently its intermediate distributions have no clear semantics. ...