Concepedia

A comparative study of different machine learning algorithms in predicting EPB shield behaviour: a case study at the Xi’an metro, China

Xuedong Bai, Wen-Chieh Cheng, Ge Li

Acta Geotechnica · 2021 · 99 citations · 60 references

DOI

Concepts

References

60

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text

Stochastic gradient boosting

Jerome H. Friedman · Computational Statistics & Data Analysis · 2002 · 7.1K citations

STL : A Seasonal-Trend Decomposition Procedure Based on Loess

R. B. Cleveland · Medical Entomology and Zoology · 1990 · 2.3K citations

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Prediction of undrained shear strength using extreme gradient boosting and random forest based on Bayesian optimization

Wengang Zhang, Chongzhi Wu, Haiyi Zhong et al. · Geoscience Frontiers · 2020 · 844 citations · Full text

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