Modeling technology based on fuzzy object-oriented Bayesian belief networks

• Опубліковано в: PROBLEMS IN PROGRAMMING
• Дата: 2018
• Випуск: 2-3
• Сторінки: 179-187
• ISSN: 1727-4907
• Автори та афіліації: S.V. Yershov — Glushkov Institute of Cybernetics NAS of Ukraine; F.V. Kostukevich
• Автори: Yershov, S.V., Kostukevich, F.V.
• Формат: Стаття
• Мова: Українська
• Опубліковано: PROBLEMS IN PROGRAMMING 2018
• Теми: Bayesian network; object-oriented Bayesian network; fuzzy Bayesian network; transformation algorithms; moral graph; junction tree; fuzzy probability; UDC 681.3.06
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/194
• Назва журналу: Problems in programming

The basic components of information technology inductive modeling causation under uncertainty based on fuzzy object-oriented Bayesian networks is proposed. The technology is based on a combination of transformation algorithms Bayesian network in the junction tree. New more efficient algorithms for B...