Advanced Statistical Metrics for Gas Identification System With Quantification Feedback

The pattern recognition problem for real-life applications of gas identification is challenging due to the limited amount of data existing and the sequential variability of the mechanism mostly caused by drift and the real-time detection. These problems are commonly caused by the slow response of mo...

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Veröffentlicht in:	IEEE sensors journal 2015-03, Vol.15 (3), p.1705-1715
Hauptverfasser:	Brahim-Belhaouari, Samir, Hassan, Muhammad, Walter, Nicolas, Bermak, Amine
Format:	Artikel
Sprache:	eng
Schlagworte:	Arrays classification Clustering Clustering algorithms confidence coefficient feature selection Gas detectors gas identification Gaussian Mixture Model (GMM) K-Means Measurement Pattern recognition Training data
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