A Machine Learning Method for the Quality Detection of Base Liquor and Commercial Liquor Using Multidimensional Signals from an Electronic Nose

A Machine Learning Method for the Quality Detection of Base Liquor and Commercial Liquor Using Multidimensional Signals from an Electronic Nose

Chinese liquor is a world-famous beverage with a long history. Base liquor, a product of liquor brewing, significantly affects the flavor and quality of commercial liquor. In this study, a machine learning method consisting of a deep residual network (ResNet)18 backbone with a light gradient boostin...

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Bibliographic Details
Main Authors: Bingyang Li, Yu Gu
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Foods
Subjects:
Chinese liquor
electronic nose
residual network
light gradient boosting machine
Online Access:https://www.mdpi.com/2304-8158/12/7/1508

Internet

https://www.mdpi.com/2304-8158/12/7/1508

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