A Machine Learning Method for the Detection of Brown Core in the Chinese Pear Variety Huangguan Using a MOS-Based E-Nose

The brown core is an internal disorder that significantly affects the palatability and economic value of Chinese pears. In this study, a framework that includes a back-propagation neural network (BPNN) and extreme learning machine (ELM) (BP-ELMNN) was proposed for the detection of brown core in the...

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Hlavní autoři:	Hao Wei, Yu Gu
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2020-08-01
Edice:	Sensors
Témata:	electronic nose pear brown core machine learning neural network principal component analysis
On-line přístup:	https://www.mdpi.com/1424-8220/20/16/4499
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