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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| Published in: | PROBLEMS IN PROGRAMMING |
|---|---|
| Date: | 2025 |
| Issue: | 1 |
| Pages: | 63-69 |
| ISSN: | 1727-4907 |
| Author Affiliations: |
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| Keywords: | відтворення структури залежностей, структура залежностей, мережа байєса, баєсова мережа, байєсівська мережа, байєсові мережі довіри, виведення моделі, емпіричне проявлення залежностей, виведення моделі з даних, граф залежностей |
| Main Author: | |
| Format: | Article |
| Language: | Ukrainian |
| Published: |
PROBLEMS IN PROGRAMMING
2025
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| Subjects: | |
| 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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