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
:
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