Concepedia

Real-time classification of ground conditions ahead of a TBM using supervised machine learning algorithms

Sylvanus Sebbeh-Newton, Jamel Seidu, Mawuko Luke Yaw Ankah, Rodney Ewusi-Wilson, Hareyani Zabidi, Louis Amakye

Modeling Earth Systems and Environment · 2024 · 23 citations · 23 references

DOI

Concepts

References

23

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Extremely randomized trees

Pierre Geurts, Damien Ernst, Louis Wehenkel · Machine Learning · 2006 · 8.7K citations · Full text

Statistical Normalization and Back Propagationfor Classification

T Jayalakshmi, A. Santhakumaran · International Journal of Computer Theory and Engineering · 2011 · 300 citations

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Prediction of geological conditions for a tunnel boring machine using big operational data

Qianli Zhang, Zhenyu Liu, Jianrong Tan · Automation in Construction · 2019 · 260 citations

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

Shaokang Hou, Yaoru Liu, Qiang Yang · Journal of Rock Mechanics and Geotechnical Engineering · 2021 · 257 citations · Full text

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