%0 Journal Article
%A Bidyuk, Petr I.
%A Davidenko , Vladimir I.
%A Trofimenko , Dmitriy V.
%A Terentyev, Alexander N.
%D 2010
%I Begell House
%K Bayesian network construction, vertices correlation estimating, heuristic algorithm, information correlation metrics, metrics comparative analysis
%N 11
%P 36-45
%R 10.1615/JAutomatInfScien.v42.i11.40
%T Comparative Analysis of Estimation Methods of Vertices Correlation while Bayesian Networks Construction
%U http://dl.begellhouse.com/journals/2b6239406278e43e,095d40432612146b,5d95955378b51437.html
%V 42
%X 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.
%8 2010-12-23