Now showing items 1-2 of 2

    • Bayesian Network Inference Using Marginal Trees 

      Oliveira, Jhonatan de Souza (Faculty of Graduate Studies and Research, University of Regina, 2016-06)
      Bayesian networks (BNs) are formal probabilistic graphical models for reasoning un- der uncertainty. BNs are used in a variety of applications, including the state-of- the-art forensic software tool, a ranking system for ...
    • On the Development of Deep Convolutional Sum-Product Networks 

      Oliveira, Jhonatan de Souza (Faculty of Graduate Studies and Research, University of Regina, 2019-12)
      A probabilistic graphical model (PGM) is a formal mathematical description of a problem domain. A Bayesian network (BN) is a PGM defined by a directed acyclic graph (DAG) and a set of conditional probability tables (CPTs). ...