Результаты исследований: Научные публикации в периодических изданиях › статья в журнале по материалам конференции › Рецензирование
Asymptotic analysis of a direct algorithm for synthesizing a minimal joint graph. / Maksimov, Anatolii; Zavalishin, Arseniy; Tulupyev, Alexander.
в: CEUR Workshop Proceedings, Том 2782, 2020, стр. 76-79.Результаты исследований: Научные публикации в периодических изданиях › статья в журнале по материалам конференции › Рецензирование
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TY - JOUR
T1 - Asymptotic analysis of a direct algorithm for synthesizing a minimal joint graph
AU - Maksimov, Anatolii
AU - Zavalishin, Arseniy
AU - Tulupyev, Alexander
N1 - Publisher Copyright: © 2020 CEUR-WS. All rights reserved.
PY - 2020
Y1 - 2020
N2 - Joint graphs are currently the primary way to define the global structure of algebraic Bayesian networks. In this paper, we give an overview of a direct algorithm for the synthesis of a minimal joint graph and carry out its asymptotic analysis. We also describe ways to achieve maximum efficiency. From a theoretical point of view, the problem has not been discussed previously.
AB - Joint graphs are currently the primary way to define the global structure of algebraic Bayesian networks. In this paper, we give an overview of a direct algorithm for the synthesis of a minimal joint graph and carry out its asymptotic analysis. We also describe ways to achieve maximum efficiency. From a theoretical point of view, the problem has not been discussed previously.
KW - Algebraic Bayesian networks
KW - Algorithms on graphs
KW - Complexity of algorithms
KW - Depth-first search
KW - Joint graphs
KW - Labeled graph
UR - http://www.scopus.com/inward/record.url?scp=85099063288&partnerID=8YFLogxK
M3 - Conference article
AN - SCOPUS:85099063288
VL - 2782
SP - 76
EP - 79
JO - CEUR Workshop Proceedings
JF - CEUR Workshop Proceedings
SN - 1613-0073
T2 - Russian Advances in Fuzzy Systems and Soft Computing: Selected Contributions to the 8th International Conference on "Fuzzy Systems, Soft Soft Computing and Intelligent Technologies",FSSCIT 2020
Y2 - 29 June 2020 through 1 July 2020
ER -
ID: 88231256