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Algebraic bayesian networks : The use of parallel computing while maintaining various degrees of consistency. / Kharitonov, Nikita A.; Maximov, Anatoly G.; Tulupyev, Alexander L.

Recent Research in Control Engineering and Decision Making : Conference proceedings. ред. / Olga Dolinina; Alexander Brovko; Vitaly Pechenkin; Alexey Lvov; Vadim Zhmud; Vladik Kreinovich. Cham : Springer Nature, 2019. стр. 696-704 (Studies in Systems, Decision and Control; Том 199).

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Harvard

Kharitonov, NA, Maximov, AG & Tulupyev, AL 2019, Algebraic bayesian networks: The use of parallel computing while maintaining various degrees of consistency. в O Dolinina, A Brovko, V Pechenkin, A Lvov, V Zhmud & V Kreinovich (ред.), Recent Research in Control Engineering and Decision Making : Conference proceedings. Studies in Systems, Decision and Control, Том. 199, Springer Nature, Cham, стр. 696-704. https://doi.org/10.1007/978-3-030-12072-6_56

APA

Kharitonov, N. A., Maximov, A. G., & Tulupyev, A. L. (2019). Algebraic bayesian networks: The use of parallel computing while maintaining various degrees of consistency. в O. Dolinina, A. Brovko, V. Pechenkin, A. Lvov, V. Zhmud, & V. Kreinovich (Ред.), Recent Research in Control Engineering and Decision Making : Conference proceedings (стр. 696-704). (Studies in Systems, Decision and Control; Том 199). Springer Nature. https://doi.org/10.1007/978-3-030-12072-6_56

Vancouver

Kharitonov NA, Maximov AG, Tulupyev AL. Algebraic bayesian networks: The use of parallel computing while maintaining various degrees of consistency. в Dolinina O, Brovko A, Pechenkin V, Lvov A, Zhmud V, Kreinovich V, Редакторы, Recent Research in Control Engineering and Decision Making : Conference proceedings. Cham: Springer Nature. 2019. стр. 696-704. (Studies in Systems, Decision and Control). https://doi.org/10.1007/978-3-030-12072-6_56

Author

Kharitonov, Nikita A. ; Maximov, Anatoly G. ; Tulupyev, Alexander L. / Algebraic bayesian networks : The use of parallel computing while maintaining various degrees of consistency. Recent Research in Control Engineering and Decision Making : Conference proceedings. Редактор / Olga Dolinina ; Alexander Brovko ; Vitaly Pechenkin ; Alexey Lvov ; Vadim Zhmud ; Vladik Kreinovich. Cham : Springer Nature, 2019. стр. 696-704 (Studies in Systems, Decision and Control).

BibTeX

@inbook{8b49929119c441af97097f6421f4d958,
title = "Algebraic bayesian networks: The use of parallel computing while maintaining various degrees of consistency",
abstract = "This paper presents approaches to parallelization of algorithms for maintaining external and internal consistency in algebraic Bayesian networks as one of the representatives of probabilistic graphical models. The algorithms modified based on these approaches are described and presented in the form of schemes.",
keywords = "Algebraic Bayesian networks, Consistency, External consistency, Internal consistency, Parallel computing, Probabilistic graphical models",
author = "Kharitonov, {Nikita A.} and Maximov, {Anatoly G.} and Tulupyev, {Alexander L.}",
note = "Kharitonov N.A., Maximov A.G., Tulupyev A.L. (2019) Algebraic Bayesian Networks: The Use of Parallel Computing While Maintaining Various Degrees of Consistency. In: Dolinina O., Brovko A., Pechenkin V., Lvov A., Zhmud V., Kreinovich V. (eds) Recent Research in Control Engineering and Decision Making. ICIT 2019. Studies in Systems, Decision and Control, vol 199. Springer, Cham",
year = "2019",
month = jan,
day = "1",
doi = "10.1007/978-3-030-12072-6_56",
language = "English",
isbn = "9783030120719",
series = "Studies in Systems, Decision and Control",
publisher = "Springer Nature",
pages = "696--704",
editor = "Olga Dolinina and Brovko, {Alexander } and Pechenkin, {Vitaly } and Lvov, {Alexey } and Zhmud, {Vadim } and Kreinovich, {Vladik }",
booktitle = "Recent Research in Control Engineering and Decision Making",
address = "Germany",

}

RIS

TY - CHAP

T1 - Algebraic bayesian networks

T2 - The use of parallel computing while maintaining various degrees of consistency

AU - Kharitonov, Nikita A.

AU - Maximov, Anatoly G.

AU - Tulupyev, Alexander L.

N1 - Kharitonov N.A., Maximov A.G., Tulupyev A.L. (2019) Algebraic Bayesian Networks: The Use of Parallel Computing While Maintaining Various Degrees of Consistency. In: Dolinina O., Brovko A., Pechenkin V., Lvov A., Zhmud V., Kreinovich V. (eds) Recent Research in Control Engineering and Decision Making. ICIT 2019. Studies in Systems, Decision and Control, vol 199. Springer, Cham

PY - 2019/1/1

Y1 - 2019/1/1

N2 - This paper presents approaches to parallelization of algorithms for maintaining external and internal consistency in algebraic Bayesian networks as one of the representatives of probabilistic graphical models. The algorithms modified based on these approaches are described and presented in the form of schemes.

AB - This paper presents approaches to parallelization of algorithms for maintaining external and internal consistency in algebraic Bayesian networks as one of the representatives of probabilistic graphical models. The algorithms modified based on these approaches are described and presented in the form of schemes.

KW - Algebraic Bayesian networks

KW - Consistency

KW - External consistency

KW - Internal consistency

KW - Parallel computing

KW - Probabilistic graphical models

UR - http://www.scopus.com/inward/record.url?scp=85061382562&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-12072-6_56

DO - 10.1007/978-3-030-12072-6_56

M3 - Chapter

AN - SCOPUS:85061382562

SN - 9783030120719

T3 - Studies in Systems, Decision and Control

SP - 696

EP - 704

BT - Recent Research in Control Engineering and Decision Making

A2 - Dolinina, Olga

A2 - Brovko, Alexander

A2 - Pechenkin, Vitaly

A2 - Lvov, Alexey

A2 - Zhmud, Vadim

A2 - Kreinovich, Vladik

PB - Springer Nature

CY - Cham

ER -

ID: 43476361