Algebraic Bayesian networks: Consistent fusion of partially intersected knowledge systems

A. Tulupyev, N. Kharitonov, A. Zolotin

Research output

1 Citation (Scopus)

Abstract

In this paper, approaches to the synthesis of a consistent system of probability estimates of propositional formulas for two different partially overlapping data sets based on the theory of algebraic Bayesian networks are presented in this paper. Areas in which the results of this article can be applied are described. An example of synthesis for a particular algebraic network is given.

Original languageEnglish
Pages (from-to)109-115
Number of pages7
JournalCEUR Workshop Proceedings
Volume2258
Publication statusPublished - 1 Jan 2018
Event2nd International Scientific and Practical Conference "Fuzzy Technologies in the Industry - FTI", FTI 2018 - Ulyanovsk
Duration: 23 Oct 201825 Oct 2018

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Bayesian networks
Fusion reactions

Scopus subject areas

  • Computer Science(all)

Cite this

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title = "Algebraic Bayesian networks: Consistent fusion of partially intersected knowledge systems",
abstract = "In this paper, approaches to the synthesis of a consistent system of probability estimates of propositional formulas for two different partially overlapping data sets based on the theory of algebraic Bayesian networks are presented in this paper. Areas in which the results of this article can be applied are described. An example of synthesis for a particular algebraic network is given.",
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year = "2018",
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Algebraic Bayesian networks : Consistent fusion of partially intersected knowledge systems. / Tulupyev, A.; Kharitonov, N.; Zolotin, A.

In: CEUR Workshop Proceedings, Vol. 2258, 01.01.2018, p. 109-115.

Research output

TY - JOUR

T1 - Algebraic Bayesian networks

T2 - Consistent fusion of partially intersected knowledge systems

AU - Tulupyev, A.

AU - Kharitonov, N.

AU - Zolotin, A.

PY - 2018/1/1

Y1 - 2018/1/1

N2 - In this paper, approaches to the synthesis of a consistent system of probability estimates of propositional formulas for two different partially overlapping data sets based on the theory of algebraic Bayesian networks are presented in this paper. Areas in which the results of this article can be applied are described. An example of synthesis for a particular algebraic network is given.

AB - In this paper, approaches to the synthesis of a consistent system of probability estimates of propositional formulas for two different partially overlapping data sets based on the theory of algebraic Bayesian networks are presented in this paper. Areas in which the results of this article can be applied are described. An example of synthesis for a particular algebraic network is given.

UR - http://www.scopus.com/inward/record.url?scp=85058171355&partnerID=8YFLogxK

M3 - Conference article

AN - SCOPUS:85058171355

VL - 2258

SP - 109

EP - 115

JO - CEUR Workshop Proceedings

JF - CEUR Workshop Proceedings

SN - 1613-0073

ER -