ProbModelXML. A format for encoding probabilistic graphical models

Manuel Arias, Miguel A. Palacios-Alonso · 2012

ProbModelXML is an XML format for encoding probabilistic graphical models. The main advan- tages of this format are that it can represent several kinds of models, such as Bayesian networks, Markov networks, influence diagrams, LIMIDs, decision analysis networks, as well as tempo- ral models: dynamic Bayesian networks, MDPs, POMDPs, Markov processes with atemporal decisions (MPADs), DLIMIDs, etc., and the possibility of encoding new types of networks and user-specific properties without the need to modify the format definition.

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