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A Novel BN Learning Algorithm Based on Block Learning Strategy

Learning accurate Bayesian Network (BN) structures of high-dimensional and sparse data is difficult because of high computation complexity. To learn the accurate structure for high-dimensional and sparse data faster, this paper adopts a divide and conquer strategy and proposes a block learning algor...

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Detalles Bibliográficos
Autores principales: Li, Xinyu, Gao, Xiaoguang, Wang, Chenfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7664634/
https://www.ncbi.nlm.nih.gov/pubmed/33171803
http://dx.doi.org/10.3390/s20216357