Detail publikace

Identification of bacteria strains via advanced methods for the statistical processing of near-infrared spectra

KŘEPELKA, P.

Originální název

Identification of bacteria strains via advanced methods for the statistical processing of near-infrared spectra

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

NIR, PCA, PLS, neuro, fuzzy, interpretation

Autoři

KŘEPELKA, P.

Rok RIV

2013

Vydáno

15. 8. 2013

Nakladatel

The Electromagnetics Academy

ISBN

978-1-934142-26-4

Kniha

Proceedings of PIERS 2013 in Stockholm

Strany od

910

Strany do

914

Strany počet

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="
}