Kullback–Leibler Importance Estimation Procedure to Improve Gas Quantification in an Electronic Nose

Kullback–Leibler Importance Estimation Procedure to Improve Gas Quantification in an Electronic Nose

An electronic nose sensor array can classify and quantify different types of gases; however, the sensor can alter its measurement capability over time. The main problem presented during the measurements of the sensors is related to the variation of the data acquired for long periods due to changes i...

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Bibliographic Details
Main Authors: Daniel Alejandro Piracoca Gordillo, Maria Camila Cardenas Castellanos, David Nicolás Torres Barrera, Jaime Alberto Escobar Gomez, Juan Felipe Nieto Sanchez, Jersson X. Leon-Medina
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Chemosensors
Subjects:
electronic nose
quantification
Kullback-–Leibler importance estimation procedure
KLIEP
domain adaptation
regression
Online Access:https://www.mdpi.com/2227-9040/10/12/538

Internet

https://www.mdpi.com/2227-9040/10/12/538

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