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OKVAR-Boost: a novel boosting algorithm to infer nonlinear dynamics and interactions in gene regulatory networks

Motivation: Reverse engineering of gene regulatory networks remains a central challenge in computational systems biology, despite recent advances facilitated by benchmark in silico challenges that have aided in calibrating their performance. A number of approaches using either perturbation (knock-ou...

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Detalhes bibliográficos
Main Authors: Lim, Néhémy, Şenbabaoğlu, Yasin, Michailidis, George, d’Alché-Buc, Florence
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3661057/
https://ncbi.nlm.nih.gov/pubmed/23574736
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btt167
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