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Rapid Analysis of High-Dimensional Bioprocesses Using Multivariate Spectroscopies and Advanced Chemometrics

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Bioanalysis and Biosensors for Bioprocess Monitoring

Part of the book series: Advances in Biochemical Engineering/Biotechnology ((ABE,volume 66))

Abstract

There are an increasing number of instrumental methods for obtaining data from biochemical processes, many of which now provide information on many (indeed many hundreds) of variables simultaneously. The wealth of data that these methods provide, however, is useless without the means to extract the required information. As instruments advance, and the quantity of data produced increases, the fields of bioinformatics and chemometrics have consequently grown greatly in importance.

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Authors and Affiliations

  1. Institute of Biological Sciences, University of Wales, Aberystwyth, Ceredigion, SY23 3DD, UK

    A. D. Shaw, M. K. Winson, A. M. Woodward, A. C. McGovern, H. M. Davey, N. Kaderbhai, D. Broadhurst, R. J. Gilbert, J. Taylor, É. M. Timmins, R. Goodacre & D. B. Kell

  2. Dept. of Computer Science, University of Wales, Aberystwyth, Ceredigion, SY23 3DD, UK

    B. K. Alsberg & J. J. Rowland

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  1. Department of Chemistry, Zürich University of Applied Sciences, P. O. Box 805, CH-8401, Winterthur, Switzerland

    B. Sonnleitner

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© 1999 Springer-Verlag Berlin Heidelberg

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Shaw, A.D. et al. (1999). Rapid Analysis of High-Dimensional Bioprocesses Using Multivariate Spectroscopies and Advanced Chemometrics. In: Sonnleitner, B. (eds) Bioanalysis and Biosensors for Bioprocess Monitoring. Advances in Biochemical Engineering/Biotechnology, vol 66. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48773-5_3

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  • DOI: https://doi.org/10.1007/3-540-48773-5_3

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