Titlebook: Application of Machine Learning in Slope Stability Assessment; Zhang Wengang,Liu Hanlong,Zhang Yanmei Book 2023 Science Press 2023 Slope S

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Efficient Reliability Analysis of Slopes in Spatially Variable Soils Using XGBoost,perties. This chapter develops an efficient extreme gradient boosting (XGBoost)-based reliability analysis approach for evaluating the earth dam slope failure probability. With the aid of the proposed approach, the failure probability of earth dam slope can be evaluated rationally and efficiently.

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ng case history.Encloses some source codes as supplementary This book focuses on the application of machine learning in slope stability assessment. The contents include: overview of machine learning approaches, the mainstream smart in-situ monitoring techniques, the applications of the main machine

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C. H. C. Leung,J. Liu,A. Milani,W. S. Chancal landslide occurrences into consideration and the further analysis of the key features was always lacking. This chapter aims to combine qualitative and quantitative analysis and examine its effect on mapping accuracy. The key features for identifying landslide/non-landslide points of different sub-zones are further analyzed.