Slope Stability Prediction Method Based on Intelligent Optimization and Machine Learning Algorithms

Employing a genetic algorithm and grey wolf optimizer for optimizing RF models to evaluate soil liquefaction potential

(2022) Jian Zhou et al.   ARTIFICIAL INTELLIGENCE REVIEW

Landslide Susceptibility Mapping Using Machine Learning Algorithm: A Case Study Along Karakoram Highway (KKH), Pakistan

(2022) Muhammad Afaq Hussain et al.   Journal of the Indian Society of Remote Sensing

Slope Stability Classification under Seismic Conditions Using Several Tree-Based Intelligent Techniques

(2022) Panagiotis G. Asteris et al.   Applied Sciences-Basel

An Effective Artificial Intelligence Approach for Slope Stability Evaluation

(2022) Mohammad Khajehzadeh et al.   IEEE Access

Liquefaction prediction with robust machine learning algorithms (SVM, RF, and XGBoost) supported by genetic algorithm-based feature selection and parameter optimization from the perspective of data processing

(2022) Selçuk Demir et al.   Environmental Earth Sciences

Railway dangerous goods transportation system risk identification: Comparisons among SVM, PSO-SVM, GA-SVM and GS-SVM

(2021) Wencheng Huang et al.   APPLIED SOFT COMPUTING

Machine learning-based constitutive models for cement-grouted coal specimens under shearing

(2021) Guichen Li et al.   International Journal of Mining Science and Technology

Integrating feature engineering, genetic algorithm and tree-based machine learning methods to predict the post-accident disability status of construction workers

(2021) Kerim Koc et al.   AUTOMATION IN CONSTRUCTION

Application of genetic algorithm to estimate the large angular scale features of cosmic microwave background

(2021) Parth Nayak et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Toward state-of-the-art techniques in predicting and controlling slope stability in open-pit mines based on limit equilibrium analysis, radial basis function neural network, and brainstorm optimization

(2021) Li Shang et al.   Acta Geotechnica

Improved Permeability Prediction of Porous Media by Feature Selection and Machine Learning Methods Comparison

(2021) J. W. Tian et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

A predictive model based on an optimized ANN combined with ICA for predicting the stability of slopes

(2019) Wei Gao et al.   ENGINEERING WITH COMPUTERS

Novel Soft Computing Model for Predicting Blast-Induced Ground Vibration in Open-Pit Mines Based on Particle Swarm Optimization and XGBoost

(2019) Xiliang Zhang et al.   Natural Resources Research

Slope stability prediction for circular mode failure using gradient boosting machine approach based on an updated database of case histories

(2019) Jian Zhou et al.   SAFETY SCIENCE

A Novel Hybrid Model for Predicting Blast-Induced Ground Vibration Based on k-Nearest Neighbors and Particle Swarm Optimization

(2019) Xuan-Nam Bui et al.   Scientific Reports

Prediction of Slope Stability Using Four Supervised Learning Methods

(2018) Yun Lin et al.   IEEE Access

Hybrid artificial intelligence approach based on metaheuristic and machine learning for slope stability assessment: A multinational data analysis

(2016) Nhat-Duc Hoang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Slope stability analysis using artificial intelligence techniques

(2016) Shakti Suman et al.   NATURAL HAZARDS

Mechanism of the December 2015 Catastrophic Landslide at the Shenzhen Landfill and Controlling Geotechnical Risks of Urbanization

(2016) Yueping Yin et al.   Engineering

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

(2015) Behrouz Gordan et al.   ENGINEERING WITH COMPUTERS

A Swarm-Optimized Fuzzy Instance-based Learning approach for predicting slope collapses in mountain roads

(2015) Min-Yuan Cheng et al.   KNOWLEDGE-BASED SYSTEMS

Typhoon-induced slope collapse assessment using a novel bee colony optimized support vector classifier

(2015) Min-Yuan Cheng et al.   NATURAL HAZARDS

Opposition-based firefly algorithm for earth slope stability evaluation

(2014) Mohammad Khajehzadeh et al.   CHINA OCEAN ENGINEERING

Deformation measurements and a stability analysis of the slope at a coal mine waste dump

(2014) Yong-Chan Cho et al.   ECOLOGICAL ENGINEERING

Prediction of minimum factor of safety against slope failure in clayey soils using artificial neural network

(2014) Jamal A. Abdalla et al.   Environmental Earth Sciences

Classification of slopes and prediction of factor of safety using differential evolution neural networks

(2011) Sarat Kumar Das et al.   Environmental Earth Sciences

Learning Relevant Image Features With Multiple-Kernel Classification

(2010) Devis Tuia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Prediction of slope stability using artificial neural network (case study: Noabad, Mazandaran, Iran)

(2009) A. J. Choobbasti et al.   Arabian Journal of Geosciences

Slope failure prediction using a decision tree: A case of engineered slopes in South Korea

(2008) SangGi Hwang et al.   ENGINEERING GEOLOGY

Search for Critical Slip Surface in Slope Stability Analysis by Spline-Based GA Method

(2008) Jianping Sun et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Slope stability analysis: a support vector machine approach

(2008) Pijush Samui   Environmental geology.