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KŘEPELKA, P.
Original Title
Identification of bacteria strains via advanced methods for the statistical processing of near-infrared spectra
Type
conference paper
Language
English
Original Abstract
Based on interpretation of NIR bands, chemical compounds can be determined or quantified. The classification is carried out by means of traditional chemometric methods such as principal component analysis and partial least squares regression. The authors also introduce other processing methods, for example the artificial neural net and fuzzy logic techniques.
Keywords
NIR, PCA, PLS, neuro, fuzzy, interpretation
Authors
RIV year
2013
Released
15. 8. 2013
Publisher
The Electromagnetics Academy
ISBN
978-1-934142-26-4
Book
Proceedings of PIERS 2013 in Stockholm
Pages from
910
Pages to
914
Pages count
4
URL
http://piers.org/piersproceedings/download.php?file=cGllcnMyMDEzU3RvY2tob2xtfDJQOV8wOTEwLnBkZnwxMzAzMTkxNjI3NDI=
BibTex
@inproceedings{BUT99528, author="Pavel {Křepelka}", title="Identification of bacteria strains via advanced methods for the statistical processing of near-infrared spectra", booktitle="Proceedings of PIERS 2013 in Stockholm", year="2013", pages="910--914", publisher="The Electromagnetics Academy", isbn="978-1-934142-26-4", url="http://piers.org/piersproceedings/download.php?file=cGllcnMyMDEzU3RvY2tob2xtfDJQOV8wOTEwLnBkZnwxMzAzMTkxNjI3NDI=" }