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Data-driven learning of Boolean networks and functions by optimal causation entropy principle

Boolean functions, and networks thereof, are useful for analysis of complex data systems, including from biological systems, bioinformatics, decision making, medical fields, and finance. However, automated learning of a Boolean networked function, from data, is a challenging task due in part to the...

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Detalles Bibliográficos
Autores principales: Sun, Jie, AlMomani, Abd AlRahman R., Bollt, Erik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9676542/
https://www.ncbi.nlm.nih.gov/pubmed/36419440
http://dx.doi.org/10.1016/j.patter.2022.100631