Структурні статистичні моделі: інструмент пізнання та моделювання

• Date: 2018
• Main Authors: Andon, P. I., Balabanov, O. S.
• Format: Article
• Language: Russian
• Published: The National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" 2018
• Online Access: https://journal.iasa.kpi.ua/article/view/127962
• Journal Title: System research and information technologies

A promising class of models, namely, probabilistic models of dependences based on acyclic directed graphs (ADG), primarily of the Bayesian networks, is reviewed. The expressive and cognitive properties of the ADG models, their ability to convey a causal relationship are described. The role and place...