Landslide Displacement Prediction of Shuping Landslide Combining PSO and LSSVM Model

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

(2022) Junwei Ma et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A comparative study of different machine learning methods for reservoir landslide displacement prediction

(2022) Yankun Wang et al.   ENGINEERING GEOLOGY

Centrifuge modelling of landslides and landslide hazard mitigation: A review

(2022) Kun Fang et al.   Geoscience Frontiers

Research on displacement prediction of step-type landslide under the influence of various environmental factors based on intelligent WCA-ELM in the Three Gorges Reservoir area

(2021) Yong-gang Zhang et al.   Natural Hazards

A new grey prediction model and its application in landslide displacement prediction

(2021) Shaohong Li et al.   CHAOS SOLITONS & FRACTALS

Study on the Failure Mechanism, Safety Grading and Rainfall Threshold of Landslide Caused by Typhoon Rainstorm

(2021) Zhengyang Su et al.   Geotechnical and Geological Engineering

A novel displacement prediction method using gated recurrent unit model with time series analysis in the Erdaohe landslide

(2020) Yong-gang Zhang et al.   Natural Hazards

Prediction of landslide sharp increase displacement by SVM with considering hysteresis of groundwater change

(2020) Heming Han et al.   ENGINEERING GEOLOGY

Landslide prediction based on a combination intelligent method using the GM and ENN: two cases of landslides in the Three Gorges Reservoir, China

(2019) Wei Gao et al.   Landslides

Geohazards in the three Gorges Reservoir Area, China – Lessons learned from decades of research

(2019) Huiming Tang et al.   ENGINEERING GEOLOGY

Susceptibility of reservoir-induced landslides and strategies for increasing the slope stability in the Three Gorges Reservoir Area: Zigui Basin as an example

(2019) Changdong Li et al.   ENGINEERING GEOLOGY

Energy evolution: A new perspective on the failure mechanism of purplish-red mudstones from the Three Gorges Reservoir area, China

(2019) Tao Wen et al.   ENGINEERING GEOLOGY

Identification of movement characteristics and causal factors of the Shuping landslide based on monitored displacements

(2018) Qiong Wu et al.   Bulletin of Engineering Geology and the Environment

Towards a complete understanding of the triggering mechanism of a large reactivated landslide in the Three Gorges Reservoir

(2018) Da Huang et al.   ENGINEERING GEOLOGY

A WD-GA-LSSVM model for rainfall-triggered landslide displacement prediction

(2018) Xing Zhu et al.   Journal of Mountain Science

Displacement prediction of step-like landslide by applying a novel kernel extreme learning machine method

(2018) Chao Zhou et al.   Landslides

Investigation on the shear properties of discontinuities at the interface between different rock types in the Badong formation, China

(2018) Qiong Wu et al.   ENGINEERING GEOLOGY

Landslide displacement prediction based on multivariate chaotic model and extreme learning machine

(2017) Faming Huang et al.   ENGINEERING GEOLOGY

Prediction of landslide displacement with step-like behavior based on multialgorithm optimization and a support vector regression model

(2017) Fasheng Miao et al.   Landslides

A novel intelligent diagnosis method using optimal LS-SVM with improved PSO algorithm

(2017) Wu Deng et al.   SOFT COMPUTING

Landslide displacement prediction using discrete wavelet transform and extreme learning machine based on chaos theory

(2016) Faming Huang et al.   Environmental Earth Sciences

Prediction of landslide displacement based on GA-LSSVM with multiple factors

(2015) Zhenglong Cai et al.   Bulletin of Engineering Geology and the Environment

Application of wavelet analysis and a particle swarm-optimized support vector machine to predict the displacement of the Shuping landslide in the Three Gorges, China

(2014) Fu Ren et al.   Environmental Earth Sciences

Ensemble of extreme learning machine for landslide displacement prediction based on time series analysis

(2013) Cheng Lian et al.   NEURAL COMPUTING & APPLICATIONS

Movement of the Shuping landslide in the first four years after the initial impoundment of the Three Gorges Dam Reservoir, China

(2008) Fawu Wang et al.   Landslides