RT Journal Article ID 5d95955378b51437 A1 Bidyuk, Petr I. A1 Davidenko , Vladimir I. A1 Trofimenko , Dmitriy V. A1 Terentyev, Alexander N. T1 Comparative Analysis of Estimation Methods of Vertices Correlation while Bayesian Networks Construction JF Journal of Automation and Information Sciences JO JAI(S) YR 2010 FD 2010-12-23 VO 42 IS 11 SP 36 OP 45 K1 Bayesian network construction K1 vertices correlation estimating K1 heuristic algorithm K1 information correlation metrics K1 metrics comparative analysis AB While Bayesian networks construction the estimation methods for the correlation between the vertices are analyzed, using the heuristic algorithm. The theoretical justification of methods is carried out, the results of their practical use while construction of classical networks are considered and the algorithm of carrying out experiments on the basis of pseudo-random generation of Bayesian networks is described. The results, obtained for every method, were compared. The conclusions about the applicability of the considered methods of estimating the correlation between the vertices while constructing Bayesian networks are made. PB Begell House LK https://www.dl.begellhouse.com/journals/2b6239406278e43e,095d40432612146b,5d95955378b51437.html