Wavelet based de-noising of breath air absorption spectra profiles for improved classification by principal component analysis

Аннотация

The comparison results of different mother wavelets used for de-noising of model and experimental data which were presented by profiles of absorption spectra of exhaled air are presented. The impact of wavelets de-noising on classification quality made by principal component analysis are also discussed.

Язык оригинала	Английский
Название основной публикации	New Operational Technologies, NEWOT 2015: Proceedings of the 5th International Scientific Conference "New Operational Technologies"
Издатель	American Institute of Physics Inc.
Том	1688
ISBN (электронное издание)	9780735413351
DOI	https://doi.org/10.1063/1.4936005
Состояние	Опубликовано - 17 ноя 2015
Опубликовано для внешнего пользования	Да
Событие	5th International Scientific Conference on New Operational Technologies, NEWOT 2015 - Tomsk, Российская Федерация Продолжительность: 29 сен 2015 → 30 сен 2015

Конференция

Конференция	5th International Scientific Conference on New Operational Technologies, NEWOT 2015
Страна	Российская Федерация
Город	Tomsk
Период	29.9.15 → 30.9.15

ASJC Scopus subject areas

Physics and Astronomy(all)

Доступ к документу

10.1063/1.4936005

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Цитировать

Kistenev, Y. V., Shapovalov, A. V., Borisov, A. V., Vrazhnov, D. A., Nikolaev, V. V., & Nikiforova, O. Y. (2015). Wavelet based de-noising of breath air absorption spectra profiles for improved classification by principal component analysis. В New Operational Technologies, NEWOT 2015: Proceedings of the 5th International Scientific Conference "New Operational Technologies" (Том 1688). [030010] American Institute of Physics Inc.. https://doi.org/10.1063/1.4936005

Wavelet based de-noising of breath air absorption spectra profiles for improved classification by principal component analysis. / Kistenev, Yu V.; Shapovalov, A. V.; Borisov, A. V.; Vrazhnov, D. A.; Nikolaev, V. V.; Nikiforova, O. Yu.

New Operational Technologies, NEWOT 2015: Proceedings of the 5th International Scientific Conference "New Operational Technologies". Том 1688 American Institute of Physics Inc., 2015. 030010.

Результат исследований: Материалы для книги/типы отчетов › Материалы для конференции

Kistenev, YV, Shapovalov, AV, Borisov, AV, Vrazhnov, DA, Nikolaev, VV & Nikiforova, OY 2015, Wavelet based de-noising of breath air absorption spectra profiles for improved classification by principal component analysis. в New Operational Technologies, NEWOT 2015: Proceedings of the 5th International Scientific Conference "New Operational Technologies". том. 1688, 030010, American Institute of Physics Inc., 5th International Scientific Conference on New Operational Technologies, NEWOT 2015, Tomsk, Российская Федерация, 29.9.15. https://doi.org/10.1063/1.4936005

Kistenev YV, Shapovalov AV, Borisov AV, Vrazhnov DA, Nikolaev VV, Nikiforova OY. Wavelet based de-noising of breath air absorption spectra profiles for improved classification by principal component analysis. В New Operational Technologies, NEWOT 2015: Proceedings of the 5th International Scientific Conference "New Operational Technologies". Том 1688. American Institute of Physics Inc. 2015. 030010 https://doi.org/10.1063/1.4936005

Kistenev, Yu V. ; Shapovalov, A. V. ; Borisov, A. V. ; Vrazhnov, D. A. ; Nikolaev, V. V. ; Nikiforova, O. Yu. / Wavelet based de-noising of breath air absorption spectra profiles for improved classification by principal component analysis. New Operational Technologies, NEWOT 2015: Proceedings of the 5th International Scientific Conference "New Operational Technologies". Том 1688 American Institute of Physics Inc., 2015.

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