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Regularization Techniques to Overcome Overparameterization of Complex Biochemical Reaction Networks

Models of biochemical reaction networks commonly contain a large number of parameters while at the same time there is only a limited amount of (noisy) data available for their estimation. As such, the values of many parameters are not well known as nominal parameter values have to be determined from...

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Detalhes bibliográficos
Publicado no:IEEE Life Sci Lett
Main Authors: Howsmon, Daniel P., Hahn, Juergen
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5665387/
https://ncbi.nlm.nih.gov/pubmed/29104899
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/LLS.2016.2646498
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