Detail publikačního výsledku

Impact of Laser-Induced Breakdown Spectroscopy data normalization on multivariate classification accuracy

POŘÍZKA, P.; KLUS, J.; HRDLIČKA, A.; VRÁBEL, J.; ŠKARKOVÁ, P.; PROCHAZKA, D.; NOVOTNÝ, J.; NOVOTNÝ, K.; KAISER, J.

Originální název

Impact of Laser-Induced Breakdown Spectroscopy data normalization on multivariate classification accuracy

Anglický název

Impact of Laser-Induced Breakdown Spectroscopy data normalization on multivariate classification accuracy

Druh

Článek WoS

Originální abstrakt

In this manuscript we investigate the utilization of Laser-Induced Breakdown Spectroscopy (LIBS) coupled with Multivariate Data Analysis (MVDA). However, many articles regarding the use of MVDA on data from LIBS do not provide any information about the data pretreatment. This work describes the impact of LIBS data normalization approaches on MVDA classification accuracy.

Anglický abstrakt

In this manuscript we investigate the utilization of Laser-Induced Breakdown Spectroscopy (LIBS) coupled with Multivariate Data Analysis (MVDA). However, many articles regarding the use of MVDA on data from LIBS do not provide any information about the data pretreatment. This work describes the impact of LIBS data normalization approaches on MVDA classification accuracy.

Klíčová slova

Laser-Induced Breakdown Spectroscopy, Multivariate Data Analysis, classification

Klíčová slova v angličtině

Laser-Induced Breakdown Spectroscopy, Multivariate Data Analysis, classification

Autoři

POŘÍZKA, P.; KLUS, J.; HRDLIČKA, A.; VRÁBEL, J.; ŠKARKOVÁ, P.; PROCHAZKA, D.; NOVOTNÝ, J.; NOVOTNÝ, K.; KAISER, J.

Rok RIV

2018

Vydáno

01.02.2017

ISSN

1364-5544

Periodikum

JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY

Svazek

32

Číslo

2

Stát

Spojené království Velké Británie a Severního Irska

Strany od

277

Strany do

288

Strany počet

12

BibTex

@article{BUT129081,
  author="Pavel {Pořízka} and Jakub {Klus} and Aleš {Hrdlička} and Jakub {Vrábel} and Pavlína {Modlitbová} and David {Prochazka} and Jan {Novotný} and Karel {Novotný} and Jozef {Kaiser}",
  title="Impact of Laser-Induced Breakdown Spectroscopy data normalization on multivariate classification accuracy",
  journal="JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY",
  year="2017",
  volume="32",
  number="2",
  pages="277--288",
  doi="10.1039/c6ja00322b",
  issn="0267-9477"
}

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