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Improved Local Search with Momentum for Bayesian Networks Structure Learning

Bayesian Networks structure learning (BNSL) is a troublesome problem that aims to search for an optimal structure. An exact search tends to sacrifice a significant amount of time and memory to promote accuracy, while the local search can tackle complex networks with thousands of variables but common...

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Detalles Bibliográficos
Autores principales: Liu, Xiaohan, Gao, Xiaoguang, Wang, Zidong, Ru, Xinxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8232143/
https://www.ncbi.nlm.nih.gov/pubmed/34203696
http://dx.doi.org/10.3390/e23060750