Data Preprocessing Combination to Improve the Performance of Quality Classification in the Manufacturing Process

Data Preprocessing Combination to Improve the Performance of Quality Classification in the Manufacturing Process

The recent introduction of smart manufacturing, also called the ‘smart factory’, has made it possible to collect a significant number of multi-variate data from Internet of Things devices or sensors. Quality control using these data in the manufacturing process can play a major role in preventing un...

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Bibliographic Details
Main Authors: Eunnuri Cho, Tai-Woo Chang, Gyusun Hwang
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Electronics
Subjects:
class imbalance problem
skewed data
missing data
semiconductor quality data
data classification
machine learning
Online Access:https://www.mdpi.com/2079-9292/11/3/477

Internet

https://www.mdpi.com/2079-9292/11/3/477

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