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Learning Sets of Bayesian Networks

This paper considers the problem of learning a generalized credal network (a set of Bayesian networks) from a dataset. It is based on using the BDEu score and computes all the networks with score above a predetermined factor of the optimal one. To avoid the problem of determining the equivalent samp...

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Detalhes bibliográficos
Publicado no:Information Processing and Management of Uncertainty in Knowledge-Based Systems
Main Authors: Cano, Andrés, Gómez-Olmedo, Manuel, Moral, Serafín
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7274759/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-50143-3_12
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