A semi-automatic modelling approach for the production and freeze drying of lactic acid bacteria

Abstract : The production system of freeze-dried lactic acid bacteria involves several processes, but its impact on bacteria resistance is still not well understood. This system can be defined as a complex one since it depends on multiple scales: the Genomic, the Cellular and the Population scale. The scarcity of data available for building models leads us to propose an approach that makes use of expert knowledge. In this paper we present a semiautomatic modelling tool, LIDEOGRAM and discuss how it contributes to insight formulation and rapid hypothesis testing. New results show that LIDEOGRAM is able to produce more robust modelling hypotheses when experts can interact and revisit the genomic data preprocessing.
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Conference papers
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https://hal.archives-ouvertes.fr/hal-02266291
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Submitted on : Tuesday, August 13, 2019 - 8:07:35 PM
Last modification on : Thursday, August 15, 2019 - 1:10:16 AM

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  • HAL Id : hal-02266291, version 1
  • PRODINRA : 480204

Citation

Thomas Chabin, Marc Barnabe, Alberto Tonda, Nadia Boukhelifa, Fernanda Fonseca, et al.. A semi-automatic modelling approach for the production and freeze drying of lactic acid bacteria. 10. International Conference on Simulation and Modelling in the Food and Bio-Industry, FOODSIM 2018. Eurosis, 2018., Apr 2018, Ghent, Belgium. ⟨hal-02266291⟩

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