NIMEFI: Gene Regulatory Network Inference using Multiple Ensemble Feature Importance Algorithms

One of the long-standing open challenges in computational systems biology is the topology inference of gene regulatory networks from high-throughput omics data. Recently, two community-wide efforts, DREAM4 and DREAM5, have been established to benchmark network inference techniques using gene express...

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Detalles Bibliográficos
Autores principales: Ruyssinck, Joeri, Huynh-Thu, Vân Anh, Geurts, Pierre, Dhaene, Tom, Demeester, Piet, Saeys, Yvan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3965471/
https://www.ncbi.nlm.nih.gov/pubmed/24667482
http://dx.doi.org/10.1371/journal.pone.0092709

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3965471/
https://www.ncbi.nlm.nih.gov/pubmed/24667482
http://dx.doi.org/10.1371/journal.pone.0092709

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