Real-time prediction of rock mass classification based on TBM operation big data and stacking technique of ensemble learning

Published 2021 View Full Article

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Title
Real-time prediction of rock mass classification based on TBM operation big data and stacking technique of ensemble learning
Authors
Keywords
tunnel boring machine (TBM) operation data, rock mass classification, stacking ensemble learning, sample imbalance, synthetic minority oversampling technique (SMOTE)
Journal
Journal of Rock Mechanics and Geotechnical Engineering
Volume -, Issue -, Pages -
Publisher
Elsevier BV
Online
2021-07-08
DOI
10.1016/j.jrmge.2021.05.004

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