Application possibilities of LBN for civil engineering issues - Publication - MOST Wiedzy

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Application possibilities of LBN for civil engineering issues

Abstract

Bayesian Networks (BN) are efficient to represent knowledge and for the reasoning in uncertainty. However the classic BN requires manual definition of the network structure by an expert, who also defines the values entered into the conditional probability tables. In practice, it can be time-consuming, hence the article proposes the use of Learning Bayesian Networks (LBN). The aim of the study is not only to present LBN, which can be helpful in civil engineering problems, but also to analyze and evaluate the potential of a selected software. Based on a real example the functional values of the Open Markov, Hugin and AgenaRisk applications were compared.

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Details

Category:
Conference activity
Type:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Published in:
MATEC Web of Conferences no. 219, pages 1 - 8,
ISSN: 2261-236X
Language:
English
Publication year:
2018
Bibliographic description:
Siemaszko A., Apollo M.: Application possibilities of LBN for civil engineering issues// 2nd Baltic Conference for Students and Young Researchers (BalCon 2018)/ ed. Urbańska-Galewska Elżbieta : , 2018, s.1-8
DOI:
Digital Object Identifier (open in new tab) 10.1051/matecconf/201821904008
Verification:
Gdańsk University of Technology

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