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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
Subjects:	UDC 681.3.00:007
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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