Deformation prediction of reservoir landslides based on a Bayesian optimized random forest-combined Kalman filter

PSO-SVM-based deep displacement prediction of Majiagou landslide considering the deformation hysteresis effect

(2020) Lei Zhang et al.   Landslides

Short-term rockburst risk prediction using ensemble learning methods

(2020) Weizhang Liang 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

Time series analysis and long short-term memory neural network to predict landslide displacement

(2019) Beibei Yang et al.   Landslides

Application of Bayesian Optimization for Pharmaceutical Product Development

(2019) Syusuke Sano et al.   Journal of Pharmaceutical Innovation

Prediction on landslide displacement using a new combination model: a case study of Qinglong landslide in China

(2019) Weidong Wang et al.   NATURAL HAZARDS

Forecasting slope deformation field using correlated grey model updated with time correction factor and background value optimization

(2019) Wei Zhang et al.   ENGINEERING GEOLOGY

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

(2019) Huiming Tang et al.   ENGINEERING GEOLOGY

Landslide displacement prediction based on variational mode decomposition and WA-GWO-BP model

(2019) Zizheng Guo et al.   Landslides

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

Landslide prediction, monitoring and early warning: a concise review of state-of-the-art

(2017) Byung-Gon Chae et al.   GEOSCIENCES JOURNAL

Establishment of a deformation forecasting model for a step-like landslide based on decision tree C5.0 and two-step cluster algorithms: a case study in the Three Gorges Reservoir area, China

(2017) Junwei Ma et al.   Landslides

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 hybrid machine learning and computing model for forecasting displacement of multifactor-induced landslides

(2017) Xing Zhu et al.   NEURAL COMPUTING & APPLICATIONS

Application of time series analysis and PSO–SVM model in predicting the Bazimen landslide in the Three Gorges Reservoir, China

(2016) Chao Zhou et al.   ENGINEERING GEOLOGY

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

(2016) Faming Huang et al.   Environmental Earth Sciences

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Method for prediction of landslide movements based on random forests

(2016) Martin Krkač et al.   Landslides

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

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

Beyond the angle of repose: A review and synthesis of landslide processes in response to rapid uplift, Eel River, Northern California

(2015) Joshua J. Roering et al.   GEOMORPHOLOGY

Analytical and approximate expressions predicting post-failure landslide displacement using the multi-block model and energy methods

(2015) Constantine A. Stamatopoulos et al.   Landslides

Using an extreme learning machine to predict the displacement of step-like landslides in relation to controlling factors

(2015) Ying Cao et al.   Landslides

Probabilistic machine learning and artificial intelligence

(2015) Zoubin Ghahramani   NATURE

Simulating the process of reservoir-impoundment-induced landslide using the extended DDA method

(2014) Yu-Yong Jiao et al.   ENGINEERING GEOLOGY

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

Impact assessment of Three Gorges Dam’s impoundment on river dynamics in the north branch of Yangtze River estuary, China

(2014) Shipeng Yu et al.   Environmental Earth Sciences

Spatiotemporal characteristics of the Huangtupo landslide in the Three Gorges region (China) constrained by radar interferometry

(2014) R. Tomás et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Displacement prediction in colluvial landslides, Three Gorges Reservoir, China

(2012) Juan Du et al.   Landslides

Landslide displacement prediction based on combining method with optimal weight

(2011) Xiuzhen Li et al.   NATURAL HAZARDS

Logistic regression model for predicting the failure probability of a landslide dam

(2010) Jia-Jyun Dong et al.   ENGINEERING GEOLOGY

Immediate impacts of the second impoundment on fish communities in the Three Gorges Reservoir

(2010) Xin Gao et al.   ENVIRONMENTAL BIOLOGY OF FISHES

Numerical simulation of Qiaotou Landslide deformation caused by drawdown of the Three Gorges Reservoir, China

(2010) Jiwei Jiang et al.   Environmental Earth Sciences

Analysis of Baishuihe landslide influenced by the effects of reservoir water and rainfall

(2009) Deying Li et al.   Environmental Earth Sciences

A global landslide catalog for hazard applications: method, results, and limitations

(2009) Dalia Bach Kirschbaum et al.   NATURAL HAZARDS

Influence of the Three Gorges Project on saltwater intrusion in the Yangtze River Estuary

(2008) Qiang An et al.   Environmental geology.