Cycles in Bayesian Networks

The article is devoted to some critical problems of using Bayesian networks for solving practical problems, in which graph models contain directed cycles. The strict requirement of the acyclicity of the directed graph representing the Bayesian network does not allow to efficiently solve most of the...

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Bibliographic Details
Main Authors: Assem Shayakhmetova, Natalya Litvinenko, Orken Mamyrbayev, Waldemar Wójcik, Dusmat Zhamangarin
Format: Article
Language:English
Published: Polish Academy of Sciences 2021-05-01
Series:International Journal of Electronics and Telecommunications
Subjects:
Online Access:https://journals.pan.pl/Content/118883/PDF/26_3233_Shayakhmetova_sk_new.pdf