Algebraic bayesian networks › SPbU Researchers Portal

DOI

https://doi.org/10.1007/978-3-030-12072-6_56
Final published version

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.

Original language	English
Title of host publication	Recent Research in Control Engineering and Decision Making
Subtitle of host publication	Conference proceedings
Editors	Olga Dolinina, Alexander Brovko, Vitaly Pechenkin, Alexey Lvov, Vadim Zhmud, Vladik Kreinovich
Place of Publication	Cham
Publisher	Springer Nature
Pages	696-704
ISBN (Electronic)	9783030120726
ISBN (Print)	9783030120719
DOIs	https://doi.org/10.1007/978-3-030-12072-6_56
State	Published - 1 Jan 2019
Externally published	Yes

Publication series

Name	Studies in Systems, Decision and Control
Volume	199
ISSN (Print)	2198-4182
ISSN (Electronic)	2198-4190

Scopus subject areas

Computer Science (miscellaneous)
Control and Systems Engineering
Automotive Engineering
Social Sciences (miscellaneous)
Economics, Econometrics and Finance (miscellaneous)
Control and Optimization
Decision Sciences (miscellaneous)

Research areas

Algebraic Bayesian networks, Consistency, External consistency, Internal consistency, Parallel computing, Probabilistic graphical models

ID: 43476361

Algebraic bayesian networks: The use of parallel computing while maintaining various degrees of consistency

DOI

Publication series

Scopus subject areas

Research areas