bAIcis: A Novel Bayesian Network Structural Learning Algorithm and Its Comprehensive Performance Evaluation Against Open-Source Software

Structural learning of Bayesian networks (BNs) from observational data has gained increasing applied use and attention from various scientific and industrial areas. The mathematical theory of BNs and their optimization is well developed. Although there are several open-source BN learners in the publ...

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Detalles Bibliográficos
Autores principales: Zhang, Lixia, Rodrigues, Leonardo O., Narain, Niven R., Akmaev, Viatcheslav R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Mary Ann Liebert, Inc., publishers 2020
Materias:
Research Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7232674/
https://www.ncbi.nlm.nih.gov/pubmed/31486672
http://dx.doi.org/10.1089/cmb.2019.0210

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7232674/
https://www.ncbi.nlm.nih.gov/pubmed/31486672
http://dx.doi.org/10.1089/cmb.2019.0210

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