Predicting Slope Stability Failure through Machine Learning Paradigms

Predicting Slope Stability Failure through Machine Learning Paradigms

In this study, we employed various machine learning-based techniques in predicting factor of safety against slope failures. Different regression methods namely, multi-layer perceptron (MLP), Gaussian process regression (GPR), multiple linear regression (MLR), simple linear regression (SLR), support...

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Bibliographic Details
Main Authors: Dieu Tien Bui, Hossein Moayedi, Mesut Gör, Abolfazl Jaafari, Loke Kok Foong
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:ISPRS International Journal of Geo-Information
Subjects:
machine learning
slope failure
finite element analysis
weka
Online Access:https://www.mdpi.com/2220-9964/8/9/395

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https://www.mdpi.com/2220-9964/8/9/395

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