An effective artificial intelligence approach for slope stability evaluation

M Khajehzadeh, MR Taha, S Keawsawasvong… - Ieee …, 2022 - ieeexplore.ieee.org
In this study, an effective intelligent system based on artificial neural networks (ANN) and a
new version of the sine cosine algorithm (SCA) is developed to evaluate and predict the …

Prediction of seismic slope stability through combination of particle swarm optimization and neural network

B Gordan, D Jahed Armaghani, M Hajihassani… - Engineering with …, 2016 - Springer
One of the main concerns in geotechnical engineering is slope stability prediction during the
earthquake. In this study, two intelligent systems namely artificial neural network (ANN) and …

Prediction of slope stability using four supervised learning methods

Y Lin, K Zhou, J Li - Ieee Access, 2018 - ieeexplore.ieee.org
The analysis and prediction of slope stability are very important, because slope failure can
lead to large disasters. This paper focused on a performance comparison of four supervised …

Slope stability prediction method based on intelligent optimization and machine learning algorithms

Y Yang, W Zhou, IM Jiskani, X Lu, Z Wang, B Luan - Sustainability, 2023 - mdpi.com
Slope engineering is a type of complex system engineering that is mostly involved in water
conservancy and civil and mining engineering. Moreover, the link between slope stability …

Evaluation and prediction of slope stability using machine learning approaches

S Lin, H Zheng, C Han, B Han, W Li - Frontiers of Structural and Civil …, 2021 - Springer
In this paper, the machine learning (ML) model is built for slope stability evaluation and
meets the high precision and rapidity requirements in slope engineering. Different ML …

The feasibility of three prediction techniques of the artificial neural network, adaptive neuro-fuzzy inference system, and hybrid particle swarm optimization for …

H Moayedi, D Tien Bui, M Gör, B Pradhan… - … International Journal of …, 2019 - mdpi.com
In this paper, a neuro particle-based optimization of the artificial neural network (ANN) is
investigated for slope stability calculation. The results are also compared to another artificial …

A novel artificial intelligence technique for analyzing slope stability using PSO-CA model

Z Luo, XN Bui, H Nguyen, H Moayedi - Engineering with Computers, 2021 - Springer
This study aims to develop a new artificial intelligence model for analyzing and evaluating
slope stability in open-pit mines. Indeed, a novel hybrid intelligent technique based on an …

Slope Stability Prediction Using k-NN-Based Optimum-Path Forest Approach

L Liu, G Zhao, W Liang - Mathematics, 2023 - mdpi.com
Slope instability can lead to catastrophic consequences. However, predicting slope stability
effectively is still challenging because of the complex mechanisms and multiple influencing …

A hybrid ensemble method for improved prediction of slope stability

C Qi, X Tang - … Journal for Numerical and Analytical Methods in …, 2018 - Wiley Online Library
Accurate prediction of slope stability is a significant issue in geomechanics with many
artificial intelligence (AI) techniques being utilised. However, the application of AI has not …

Slope stability prediction based on IPOARF algorithm: A case study of Lala Copper Mine, Sichuan, China

M Li, K Li, Q Qin, R Yue - Expert Systems with Applications, 2023 - Elsevier
This paper proposes an intelligent slope stability prediction method based on the improved
pelican optimization algorithm (IPOA) and the optimization random forest (RF) algorithm to …