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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...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:IEEE Life Sci Lett
Päätekijät: Howsmon, Daniel P., Hahn, Juergen
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2016
Aiheet:
Linkit: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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