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Bioprocess data mining using regularized regression and random forests

BACKGROUND: In bioprocess development, the needs of data analysis include (1) getting overview to existing data sets, (2) identifying primary control parameters, (3) determining a useful control direction, and (4) planning future experiments. In particular, the integration of multiple data sets caus...

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Detalhes bibliográficos
Main Authors: Hassan, Syeda Sakira, Farhan, Muhammad, Mangayil, Rahul, Huttunen, Heikki, Aho, Tommi
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3750505/
https://ncbi.nlm.nih.gov/pubmed/24268049
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1752-0509-7-S1-S5
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