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Monitoring of complex industrial bioprocesses for metabolite concentrations using modern spectroscopies and machine learning: Application to gibberellic acid production

, , , , , , , , and . Biotechnology and Bioengineering, 78 (5): 527--538 (5 June 2002)
DOI: doi:10.1002/bit.10226

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Genetic Algorithm Decoding for the Interpretation of Infra-red Spectra in Analytical Biotechnology, , , , , and . Late Breaking Papers at EuroGP'98: the First European Workshop on Genetic Programming, page 21--25. Paris, France, CSRP-98-10, The University of Birmingham, UK, (14-15 April 1998)Application of metabolomics to plant genotype discrimination using statistics and machine learning., , , and . ECCB, page 241-248. (2002)Genetic Programming-Based Variable Selection for High-Dimensional Data, , , , , and . Genetic Programming 1998: Proceedings of the Third Annual Conference, page 109--115. University of Wisconsin, Madison, Wisconsin, USA, Morgan Kaufmann, (22-25 July 1998)Monitoring of complex industrial bioprocesses for metabolite concentrations using modern spectroscopies and machine learning: Application to gibberellic acid production, , , , , , , , and . Biotechnology and Bioengineering, 78 (5): 527--538 (5 June 2002)The deconvolution of pyrolysis mass spectra using genetic programming: application to the identification of some Eubacterium species, , , , and . FEMS Microbiology Letters, (1998)Genetic Programming Applied to the Rapid Spectroscopic Analysis of Biological Samples, , and . Late Breaking Papers at the Genetic Programming 1998 Conference, University of Wisconsin, Madison, Wisconsin, USA, Stanford University Bookstore, (22-25 July 1998)Quantification of microbial productivity via multi-angle light scattering and supervised learning, , , , and . Biotechnology and Bioengineering, 59 (2): 131--143 (20 July 1998)Genetic Programming and Genetic Algorithms in the Spectroscopic Analysis of Biological Samples. University of Wales, Aberystwyth, UK, (2000)Adaptive denoising in spectral analysis by genetic programming., and . IEEE Congress on Evolutionary Computation, page 133-138. IEEE, (2002)Genetic Programming in the Interpretation of Fourier Transform Infrared Spectra: Quantification of Metabolites of Pharmaceutical Importance, , , , , and . Genetic Programming 1998: Proceedings of the Third Annual Conference, page 377--380. University of Wisconsin, Madison, Wisconsin, USA, Morgan Kaufmann, (22-25 July 1998)