Structure learning in Bayesian Networks using regular vines

Author:

Hobæk Haff Ingrid,Aas Kjersti,Frigessi Arnoldo,Lacal Virginia

Funder

The Norwegian Research Council

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Computational Mathematics,Statistics and Probability

Reference68 articles.

1. Pair-copula constructions of multiple dependence;Aas;Insurance Math. Econom.,2009

2. A comparison of learning algorithms for Bayesian networks. A case study based on an emergency medical service;Acid;Artif. Intell. Med.,2004

3. Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data;Banerjee;J. Mach. Learn. Res.,2008

4. Knowledge discovery using bayesian network framework for intelligent telecommunication network management;Bashar,2010

5. Pair-copula bayesian networks;Bauer;J. Comput. Graph. Statist.,2015

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