Modelling technology based on fuzzy Bayesian belief networks

The basic components of information technology of inductive design of causal relationships are presented in the conditions of uncertainty on the basis of fuzzy belief Bayesian network. Technology is built on the basis of organic combination of methods of theory of belief network and theory of fuzzy...

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Bibliographic Details
Published in:PROBLEMS IN PROGRAMMING
Date:2026
Issue:2-3
Pages:584-592
ISSN:1727-4907
Author Affiliations:
  • I.M. Parasyuk — Glushkov Institute of Cybernetics NAS of Ukraine
  • F.V. Kostukevich — Glushkov Institute of Cybernetics NAS of Ukraine
Keywords:байєсові мережі довіри, нечітка імовірність, системи з невизначеностями, inductive modeling, невизначеність інформації, довірча ймовірність, deep belief networks, моделі імовірнісних залежностей, карта невизначеності, імовірність ризику
Main Authors: Parasyuk, I.M., Kostukevich, F.V.
Format: Article
Language:Ukrainian
Published: PROBLEMS IN PROGRAMMING 2026
Subjects:
Online Access:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/957
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Journal Title:Problems in programming
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Problems in programming