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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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Detalles Bibliográficos
Autores principales: Cano, Andrés, Gómez-Olmedo, Manuel, Moral, Serafín
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274759/
http://dx.doi.org/10.1007/978-3-030-50143-3_12