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Tracking of time-varying genomic regulatory networks with a LASSO-Kalman smoother

It is widely accepted that cellular requirements and environmental conditions dictate the architecture of genetic regulatory networks. Nonetheless, the status quo in regulatory network modeling and analysis assumes an invariant network topology over time. In this paper, we refocus on a dynamic persp...

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Detalhes bibliográficos
Main Authors: Khan, Jehandad, Bouaynaya, Nidhal, Fathallah-Shaykh, Hassan M
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3974129/
https://ncbi.nlm.nih.gov/pubmed/24517200
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1687-4153-2014-3
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