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Inference of Genetic Networks From Time-Series and Static Gene Expression Data: Combining a Random-Forest-Based Inference Method With Feature Selection Methods

Several researchers have focused on random-forest-based inference methods because of their excellent performance. Some of these inference methods also have a useful ability to analyze both time-series and static gene expression data. However, they are only of use in ranking all of the candidate regu...

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Detalles Bibliográficos
Autores principales: Kimura, Shuhei, Fukutomi, Ryo, Tokuhisa, Masato, Okada, Mariko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7770182/
https://www.ncbi.nlm.nih.gov/pubmed/33384716
http://dx.doi.org/10.3389/fgene.2020.595912