Ensemble Learning for Multi-Label Classification with Unbalanced Classes: A Case Study of a Curing Oven in Glass Wool Production

Ensemble Learning for Multi-Label Classification with Unbalanced Classes: A Case Study of a Curing Oven in Glass Wool Production

The Industrial Internet of Things (IIoT), which integrates sensors into the manufacturing system, provides new paradigms and technologies to industry. The massive acquisition of data, in an industrial context, brings with it a number of challenges to guarantee its quality and reliability, and to ens...

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Bibliographic Details
Main Authors: Minh Hung Ho, Amélie Ponchet Durupt, Hai Canh Vu, Nassim Boudaoud, Arnaud Caracciolo, Sophie Sieg-Zieba, Yun Xu, Patrick Leduc
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Mathematics
Subjects:
Industrial Internet of Things
missing data
imputation methods
imbalanced class
classification performance
Online Access:https://www.mdpi.com/2227-7390/11/22/4602

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