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
:
| Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
|---|
| Online Library | E-Book | 528040-1001 | ONLINE | | Elektronik Kütüphane |