Advanced Process Monitoring and Prediction of Complex Variables

Friedrich Leisch
University of Natural Resources and Applied Life Sciences Vienna (BOKU Wien)
Applied Statistics and Computing

VSC project / type: 70414 / funded

VSC-2 / status: 2013-05-31 - 2018-06-04 / active

Publications:

  • Melcher Michael, Scharl Theresa, Luchner Markus, Striedner Gerald, Leisch Friedrich
    Boosted structured additive regression for Escherichia coli fed-batch fermentation modeling
    BIOTECHNOLOGY AND BIOENGINEERING 114, 321 (2017)

  • Melcher Michael, Scharl Theresa, Spangl Bernhard, Luchner Markus, Cserjan Monika, Bayer Karl, Leisch Friedrich, Striedner Gerald
    The potential of random forest and neural networks for biomass and recombinant protein modeling in Escherichia coli fed-batch fermentations
    BIOTECHNOLOGY JOURNAL 10, 1770 (2015)



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