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...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Sensors
المؤلفون الرئيسيون: Hao Wei, Yu Gu
التنسيق: مقال
اللغة:الإنجليزية
منشور في: MDPI AG 2020-08-01
الموضوعات:
electronic nose
pear brown core
machine learning
neural network
principal component analysis
الوصول للمادة أونلاين:https://www.mdpi.com/1424-8220/20/16/4499

الانترنت

https://www.mdpi.com/1424-8220/20/16/4499

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