What is the difference between dynamic belief networks and qualitative belief functions?

06 March 2013 1 3K Report

As described in the papers: "Action Recognition And Prediction For Driver Assistance Systems Using Dynamic Belief Networks" and "Enrichment of Qualitative Beliefs for Reasoning under Uncertainty"

Conference Paper Action Recognition and Prediction for Driver Assistance Syst...

Philippe Weber

DBN are a way to use factorisation in complex Markov Chain model.

See :

Murphy, Kevin (2002). Dynamic Bayesian Networks: Representation, Inference and Learning. UC Berkeley, Computer Science Division.

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