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Multiple linear regression and artificial neural networks for delta-endotoxin and protease yields modelling of Bacillus thuringiensis

The aim of the present work was to develop a model that supplies accurate predictions of the yields of delta-endotoxins and proteases produced by B. thuringiensis var. kurstaki HD-1. Using available medium ingredients as variables, a mathematical method, based on Plackett–Burman design (PB), was emp...

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Detalhes bibliográficos
Publicado no:3 Biotech
Main Authors: Ennouri, Karim, Ben Ayed, Rayda, Triki, Mohamed Ali, Ottaviani, Ennio, Mazzarello, Maura, Hertelli, Fathi, Zouari, Nabil
Formato: Artigo
Idioma:Inglês
Publicado em: Springer Berlin Heidelberg 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5491431/
https://ncbi.nlm.nih.gov/pubmed/28664374
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s13205-017-0799-1
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