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    • Binarization algorithms for approximate updating in credal nets 

      Antonucci, Alessandro; Zaffalon, Marco; Ide, Jaime S.; Cozman, Fabio G. (Ios Press, 2006)
      Credal networks generalize Bayesian networks relaxing numerical parameters. This considerably expands expressivity. but makes belief updating a hard task even on polytrees. Nevertheless, if all the variables are binary, ...