### Abstract

This article describes an experiment demonstrating the running time of the algorithm for maintainance of external consistency in algebraic Bayesian networks. In the experiment, the stellate and chain structures of algebraic Bayesian networks are compared. The results of the experiment demonstrate the dependency of the algorithm complexity on the number of atoms in the network, as well as on the intersections and in the fragments of knowledge.

Original language | English |
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Title of host publication | Proceedings of the 3rd International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) - Volume 2 |

Editors | Valery Tarassov, Sergey Kovalev, Andrey Sukhanov, Ajith Abraham, Vaclav Snasel |

Publisher | Springer |

Pages | 23-30 |

Number of pages | 8 |

ISBN (Print) | 9783030018207 |

DOIs | |

Publication status | Published - 1 Jan 2019 |

Event | 3rd International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2018 - Sochi Duration: 17 Sep 2018 → 21 Sep 2018 |

### Publication series

Name | Advances in Intelligent Systems and Computing |
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Volume | 875 |

ISSN (Print) | 2194-5357 |

### Conference

Conference | 3rd International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2018 |
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Country | Russian Federation |

City | Sochi |

Period | 17/09/18 → 21/09/18 |

### Fingerprint

### Scopus subject areas

- Control and Systems Engineering
- Computer Science(all)

### Cite this

*Proceedings of the 3rd International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) - Volume 2*(pp. 23-30). (Advances in Intelligent Systems and Computing; Vol. 875). Springer. https://doi.org/10.1007/978-3-030-01821-4_3

}

*Proceedings of the 3rd International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) - Volume 2.*Advances in Intelligent Systems and Computing, vol. 875, Springer, pp. 23-30, Sochi, 17/09/18. https://doi.org/10.1007/978-3-030-01821-4_3

**External consistency maintenance algorithm for chain and stellate structures of algebraic bayesian networks : Statistical experiments for running time analysis.** / Kharitonov, Nikita; Malchevskaia, Ekaterina; Zolotin, Andrey; Abramov, Maksim.

Research output

TY - GEN

T1 - External consistency maintenance algorithm for chain and stellate structures of algebraic bayesian networks

T2 - Statistical experiments for running time analysis

AU - Kharitonov, Nikita

AU - Malchevskaia, Ekaterina

AU - Zolotin, Andrey

AU - Abramov, Maksim

PY - 2019/1/1

Y1 - 2019/1/1

N2 - This article describes an experiment demonstrating the running time of the algorithm for maintainance of external consistency in algebraic Bayesian networks. In the experiment, the stellate and chain structures of algebraic Bayesian networks are compared. The results of the experiment demonstrate the dependency of the algorithm complexity on the number of atoms in the network, as well as on the intersections and in the fragments of knowledge.

AB - This article describes an experiment demonstrating the running time of the algorithm for maintainance of external consistency in algebraic Bayesian networks. In the experiment, the stellate and chain structures of algebraic Bayesian networks are compared. The results of the experiment demonstrate the dependency of the algorithm complexity on the number of atoms in the network, as well as on the intersections and in the fragments of knowledge.

KW - алгебраические байесовские сети

UR - http://www.scopus.com/inward/record.url?scp=85058541981&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-01821-4_3

DO - 10.1007/978-3-030-01821-4_3

M3 - Conference contribution

AN - SCOPUS:85058541981

SN - 9783030018207

T3 - Advances in Intelligent Systems and Computing

SP - 23

EP - 30

BT - Proceedings of the 3rd International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) - Volume 2

A2 - Tarassov, Valery

A2 - Kovalev, Sergey

A2 - Sukhanov, Andrey

A2 - Abraham, Ajith

A2 - Snasel, Vaclav

PB - Springer

ER -