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Automatic feed phase identification in multivariate bioprocess profiles by sequential binary classification.

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第一作者： Ramin,Nikzad-Langerodi

第一单位： Department of Knowledge-Based Mathematical Systems, Johannes Kepler University Linz, Austria. Electronic address: ramin.nikzad-langerodi@jku.at.

作者： Ramin,Nikzad-Langerodi ^[1] ; Edwin,Lughofer ^[2] ; Susanne,Saminger-Platz ^[3] ; Thomas,Zahel ^[4] ; Patrick,Sagmeister ^[5] ; Christoph,Herwig ^[6]

作者单位： Department of Knowledge-Based Mathematical Systems, Johannes Kepler University Linz, Austria. Electronic address: ramin.nikzad-langerodi@jku.at. ^[1] Department of Knowledge-Based Mathematical Systems, Johannes Kepler University Linz, Austria. Electronic address: edwin.lughofer@jku.at. ^[2] Department of Knowledge-Based Mathematical Systems, Johannes Kepler University Linz, Austria. Electronic address: susanne.saminger-platz@jku.at. ^[3] Exputec GmbH, 1080 Vienna, Austria. Electronic address: thomas.zahel@exputec.com. ^[4] Exputec GmbH, 1080 Vienna, Austria. Electronic address: patrick.sagmeister@exputec.com. ^[5] Institute of Chemical Engineering, TU Vienna, Austria. Electronic address: christoph.herwig@tuwien.ac.at. ^[6]

关键词 Bio-chemical reactors Dynamic classification Feed phase identification Fermentation process Fuzzy classifier Regularized logistic regression

医学主题词算法(Algorithms);决策树(Decision Trees);大肠杆菌(Escherichia coli);发酵(Fermentation);模糊逻辑(Fuzzy Logic)

DOI 10.1016/j.aca.2017.05.034

PMID 28734365

发布时间 2018-12-02

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