Browsing Queen Mary University of London Theses by Subject "Parameter Learning"

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    • New Techniques for Learning Parameters in Bayesian Networks. 

      Zhou, Yun (Queen Mary University of London, 2015-08)
      One of the hardest challenges in building a realistic Bayesian network (BN) model is to construct the node probability tables (NPTs). Even with a fixed predefined model structure and very large amounts of relevant data, ...