Determination of component concentrations in models of exhaled air samples using principal component analysis and canonical correlation analysis

Yu V. Kistenev, A. V. Borisov, A. V. Shapovalov

Результат исследований: Материалы для книги/типы отчетовМатериалы для конференции

4 Цитирования (Scopus)

Выдержка

We consider the problem of finding concentrations of molecular gases in the models of exhaled air samples in terms of their absorption spectra. We introduce model spectra describing the exhaled air samples as linear combinations of the absorption spectra of individual molecular gases with given coefficients. The absorption spectra are calculated on the basis of the database HITRAN. The concentrations are determined using Principal Component Analysis and Canonical Correlation Analysis.

Язык оригиналаАнглийский
Название основной публикацииInternational Conference on Atomic and Molecular Pulsed Lasers XII
ИздательSPIE
Том9810
ISBN (электронное издание)9781510600515
DOI
СостояниеОпубликовано - 2015
Опубликовано для внешнего пользованияДа
СобытиеInternational Conference on Atomic and Molecular Pulsed Lasers XII - Tomsk, Российская Федерация
Продолжительность: 13 сен 201518 сен 2015

Конференция

КонференцияInternational Conference on Atomic and Molecular Pulsed Lasers XII
СтранаРоссийская Федерация
ГородTomsk
Период13.9.1518.9.15

Отпечаток

Canonical Correlation Analysis
Absorption Spectra
principal components analysis
Principal component analysis
Principal Component Analysis
Absorption spectra
molecular gases
absorption spectra
air
Air
Gases
Linear Combination
Model
Coefficient
coefficients
Gas

ASJC Scopus subject areas

  • Applied Mathematics
  • Computer Science Applications
  • Electrical and Electronic Engineering
  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics

Цитировать

Kistenev, Y. V., Borisov, A. V., & Shapovalov, A. V. (2015). Determination of component concentrations in models of exhaled air samples using principal component analysis and canonical correlation analysis. В International Conference on Atomic and Molecular Pulsed Lasers XII (Том 9810). [98101Z] SPIE. https://doi.org/10.1117/12.2225575

Determination of component concentrations in models of exhaled air samples using principal component analysis and canonical correlation analysis. / Kistenev, Yu V.; Borisov, A. V.; Shapovalov, A. V.

International Conference on Atomic and Molecular Pulsed Lasers XII. Том 9810 SPIE, 2015. 98101Z.

Результат исследований: Материалы для книги/типы отчетовМатериалы для конференции

Kistenev, YV, Borisov, AV & Shapovalov, AV 2015, Determination of component concentrations in models of exhaled air samples using principal component analysis and canonical correlation analysis. в International Conference on Atomic and Molecular Pulsed Lasers XII. том. 9810, 98101Z, SPIE, International Conference on Atomic and Molecular Pulsed Lasers XII, Tomsk, Российская Федерация, 13.9.15. https://doi.org/10.1117/12.2225575
Kistenev YV, Borisov AV, Shapovalov AV. Determination of component concentrations in models of exhaled air samples using principal component analysis and canonical correlation analysis. В International Conference on Atomic and Molecular Pulsed Lasers XII. Том 9810. SPIE. 2015. 98101Z https://doi.org/10.1117/12.2225575
Kistenev, Yu V. ; Borisov, A. V. ; Shapovalov, A. V. / Determination of component concentrations in models of exhaled air samples using principal component analysis and canonical correlation analysis. International Conference on Atomic and Molecular Pulsed Lasers XII. Том 9810 SPIE, 2015.
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