ШВИДКИЙ АЛГОРИТМ ВИВЕДЕННЯ СТРУКТУР БАЙЄСОВИХ МЕРЕЖ З ДАНИХ

• Date: 2025
• Main Authors: Balabanov, A.S., Gapyeyev, A.S., Gupal, A.M., Rzhepetskiy, S.S.
• Format: Article
• Language: English
• Published: V.M. Glushkov Institute of Cybernetics of NAS of Ukraine 2025
• Online Access: https://jais.net.ua/index.php/files/article/view/598
• Journal Title: Problems of Control and Informatics

We have developed a new constraint-based algorithm for learning dependency struc-tures from data. Novelty of proposed algorithm comes from implementing rules of inductive inference acceleration, which can radically reduce a searching space for skeleton inference. We have demonstrated that proposed a...