Application of Machine Learning in Slope Stability Assessment
tarafından
 
Wengang, Zhang. author.

Başlık
Application of Machine Learning in Slope Stability Assessment

Yazar
Wengang, Zhang. author.

ISBN
9789819927562

Basım Bilgisi
1st ed. 2023.

Fiziksel Tanımlama
XIX, 201 p. 104 illus., 103 illus. in color. online resource.

İçerik
Overview -- Remote Sensing Techniques -- Machine Learning Algorithms -- Real-time Monitoring and Early Warning of Landslide -- Prediction of Slope Stability Using Ensemble Learning Techniques -- Application of LSTM and Prophet Algorithm in Slope Displacement Prediction -- Displacement Prediction of Jiuxianping Landslide using GRU Networks -- Efficient Seismic Stability Analysis of Slopes Subjected to Water Level Changes Using Gradient Boosting Algorithms -- Efficient Reliability Analysis of Slopes in Spatially Variable Soils Using XGBoost -- Efficient Time-variant Reliability Analysis of Bazimen Landslide in the TGRA Using XGBoost and LightGBM -- Future work recommendation.

Konu Terimleri
Civil engineering.
 
Artificial intelligence.
 
Engineering geology.
 
Geoengineering.

Yazar Ek Girişi
Hanlong, Liu.
 
Lin, Wang.
 
Xing, Zhu.
 
Yanmei, Zhang.

Tüzel Kişi Ek Girişi
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-981-99-2756-2


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