Accelerating algorithms for Bayesian network recovery. Adaptation to structures without cycles

We demonstrate a technique to improve algorithms for reconstruction of dependency structures from data. Modification proposed, not affecting performance in general case, facilitates recovering a dependency forest or poly-forest by means of first-rank tests only, thus reducing computational complexit...

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Bibliographic Details
Date:2025
Main Author: Balabanov, O.S.
Format: Article
Language:Ukrainian
Published: PROBLEMS IN PROGRAMMING 2025
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Online Access:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/798
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Journal Title:Problems in programming
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Problems in programming