Methods of constructing Bayesian networks based on scoring functions

M. Z. Zgurovskii; Peter I. Bidyuk; A. N. Terent'ev

Journal ArticleOPEN ACCESS

Methods of constructing Bayesian networks based on scoring functions

Zgurovskii M
Bidyuk P
Terent'ev A

Cybernetics and Systems Analysis (2008) 44(2) 219-224

DOI: 10.1007/s10559-008-0021-x

10Citations

13Readers

Get full text

Abstract

Available methods of constructing Bayesian networks with the use of scoring functions are analyzed. The Cooper-Herskovits and MDL functions are described in detail and used to compare algorithms of constructing Bayesian networks. © Springer Science+Business Media, Inc. 2008.

Author supplied keywords

Bayesian network
Computational characteristics
Minimum description length
Search and scoring method

Cite

CITATION STYLE

APA

Zgurovskii, M. Z., Bidyuk, P. I., & Terent’ev, A. N. (2008). Methods of constructing Bayesian networks based on scoring functions. Cybernetics and Systems Analysis, 44(2), 219–224. https://doi.org/10.1007/s10559-008-0021-x

Methods of constructing Bayesian networks based on scoring functions

Abstract

Author supplied keywords

Cite

Register to see more suggestions