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Learning Moral Graphs in Construction of High-Dimensional Bayesian Networks for Mixed Data

Bayesian networks have been widely used in many scientific fields for describing the conditional independence relationships for a large set of random variables. This letter proposes a novel algorithm, the so-called p-learning algorithm, for learning moral graphs for high-dimensional Bayesian network...

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Detalhes bibliográficos
Publicado no:Neural Comput
Main Authors: Xu, Suwa, Jia, Bochao, Liang, Faming
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6874850/
https://ncbi.nlm.nih.gov/pubmed/30979349
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1162/neco_a_01190
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