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  1. No Access

    Chapter and Conference Paper

    Dynamic Bayesian Network Model of a Country’s Economic Extension

    This paper presents the studies’ results on the probability-determined models development based on Bayesian networks to estimate the economic development measure of Ukraine. Considering that one of the difficu...

    Mariia Voronenko, Dmytro Nikytenko… in Advances in Intelligent Systems and Comput… (2021)

  2. No Access

    Chapter and Conference Paper

    Dynamic Bayesian Networks Application for Economy Competitiveness Situational Modelling

    In the research, a dynamic BN (DBN) was designed to assess general trends in the level of regional competitiveness depending on economic detectors. This dynamic model is built on the basis of a trained, alread...

    Mariia Voronenko, Dmytro Nikytenko… in Advances in Intelligent Systems and Comput… (2021)

  3. No Access

    Chapter and Conference Paper

    Dynamic Bayesian Networks Application for Evaluating the Investment Projects Effectiveness

    In this paper, we propose a methodology for using dynamic Bayesian networks (DBN) in the tasks of assessing the success of an investment project. The methods of constructing DBN, their parametric learning, val...

    Volodymyr Lytvynenko, Oleksandr Naumov… in Lecture Notes in Computational Intelligenc… (2021)