Biological Network Inference With GRASP: A Bayesian Network Structure Learning Method Using Adaptive Sequential Monte Carlo

Bayesian networks (BNs) provide a probabilistic, graphical framework for modeling high-dimensional joint distributions with complex correlation structures. BNs have wide applications in many disciplines, including biology, social science, finance and biomedical science. Despite extensive studies in...

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Detalles Bibliográficos
Autores principales: Yu, Kaixian, Cui, Zihan, Sui, Xin, Qiu, Xing, Zhang, Jinfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Genetics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8668238/
https://www.ncbi.nlm.nih.gov/pubmed/34912373
http://dx.doi.org/10.3389/fgene.2021.764020

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8668238/
https://www.ncbi.nlm.nih.gov/pubmed/34912373
http://dx.doi.org/10.3389/fgene.2021.764020

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