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

Title
Application of Machine Learning in Slope Stability Assessment

Author
Wengang, Zhang. author.

ISBN
9789819927562

Edition
1st ed. 2023.

Physical Description
XIX, 201 p. 104 illus., 103 illus. in color. online resource.

Contents
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.

Subject Term
Civil engineering.
 
Artificial intelligence.
 
Engineering geology.
 
Geoengineering.

Added Author
Hanlong, Liu.
 
Lin, Wang.
 
Xing, Zhu.
 
Yanmei, Zhang.

Added Corporate Author
SpringerLink (Online service)

Electronic Access
https://doi.org/10.1007/978-981-99-2756-2


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book528040-1001ONLINEElektronik Kütüphane