Technical Report

M. Arias, F. J. Díez and M. A. Palacios.
ProbModelXML: A format for encoding probabilistic graphical models.
Technical Report CISIAD-11-02. UNED, Madrid, Spain, 2011. Updated: March 13, 2012.

57 pages. PDF (608 KB), BibTeX entry.


ProbModelXML is an XML format for encoding probabilistic graphical models, with a special emphasis on dynamic models. The main advantages of this format are that it can represent several kinds of models, such as Bayesian networks, Markov networks, influence diagrams, LIMIDs, dynamic Bayesian networks, MDPs, POMDPs, DLIMIDs, etc., and the possibility of encoding new types of networks and user-specific properties without the need to modify the format definition.