Xiaoxu Niu

A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction

Junwei Ma, Ding Xia, Yankun Wang et al. · Engineering Applications of Artificial Intelligence · 2022 · 115 citations · Full text

Rock Slide, Engineering, Machine Learning +18

Metaheuristic-based support vector regression for landslide displacement prediction: a comparative study

Junwei Ma, Ding Xia, Haixiang Guo et al. · Landslides · 2022 · 111 citations · Full text

Rock Slide, Engineering, Machine Learning +22

A comparative study of mutual information-based input variable selection strategies for the displacement prediction of seepage-driven landslides using optimized support vector regression

Junwei Ma, Yankun Wang, Xiaoxu Niu et al. · Stochastic Environmental Research and Risk Assessment · 2022 · 71 citations

Geotechnical Engineering, Rock Slide, Engineering +14

A Novel Decomposition-Ensemble Learning Model Based on Ensemble Empirical Mode Decomposition and Recurrent Neural Network for Landslide Displacement Prediction

Xiaoxu Niu, Junwei Ma, Yankun Wang et al. · Applied Sciences · 2021 · 48 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +22

Displacement Prediction of a Complex Landslide in the Three Gorges Reservoir Area (China) Using a Hybrid Computational Intelligence Approach

Junwei Ma, Xiaoxu Niu, Huiming Tang et al. · Complexity · 2020 · 36 citations · Full text

Rock Slide, Engineering, Rock Slope +23