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

Landslide susceptibility modeling applying machine learning methods: A case study from Longju in the Three Gorges Reservoir area, China

(2018) Chao Zhou et al.   COMPUTERS & GEOSCIENCES

Effects of an increase in reservoir drawdown rate on bank slope stability: A case study at the Three Gorges Reservoir, China

(2017) Guanhua Sun et al.   ENGINEERING GEOLOGY

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

(2017) Faming Huang et al.   ENGINEERING GEOLOGY

Comparison of two optimized machine learning models for predicting displacement of rainfall-induced landslide: A case study in Sichuan Province, China

(2017) Xing Zhu et al.   ENGINEERING GEOLOGY

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

Rainfall data feature extraction and its verification in displacement prediction of Baishuihe landslide in China

(2016) Yong Liu et al.   Bulletin of Engineering Geology and the Environment

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

Application of a two-step cluster analysis and the Apriori algorithm to classify the deformation states of two typical colluvial landslides in the Three Gorges, China

(2016) Xueling Wu et al.   Environmental Earth Sciences

Development of time-variant landslide-prediction software considering three-dimensional subsurface unsaturated flow

(2016) Hyunuk An et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A hybrid feature selection algorithm integrating an extreme learning machine for landslide susceptibility modeling of Mt. Woomyeon, South Korea

(2016) Nikhil N. Vasu et al.   GEOMORPHOLOGY

Method for prediction of landslide movements based on random forests

(2016) Martin Krkač et al.   Landslides

A simplified method for predicting rainfall-induced mobility of active landslides

(2016) Enrico Conte et al.   Landslides

A statistical-based approach for determining the intensity of unrest phases at Stromboli volcano (Southern Italy) using one-step-ahead forecasts of displacement time series

(2016) Tommaso Carlà et al.   NATURAL HAZARDS

Application of wavelet-artificial intelligence hybrid models for water quality prediction: a case study in Aji-Chay River, Iran

(2016) Rahim Barzegar et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Nonlinear regression in environmental sciences using extreme learning machines: A comparative evaluation

(2015) Aranildo R. Lima et al.   ENVIRONMENTAL MODELLING & SOFTWARE

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

(2015) Ying Cao et al.   Landslides

Deformation response of the Huangtupo landslide to rainfall and the changing levels of the Three Gorges Reservoir

(2014) Huiming Tang et al.   Bulletin of Engineering Geology and the Environment

Mechanism of the slow-moving landslides in Jurassic red-strata in the Three Gorges Reservoir, China

(2014) Haibo Miao 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

New insights into the temporal prediction of landslides by a terrestrial SAR interferometry monitoring case study

(2014) Paolo Mazzanti et al.   Landslides

Extreme learning machine for the displacement prediction of landslide under rainfall and reservoir level

(2014) Cheng Lian et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Stability charts for uniform slopes in soils with nonlinear failure envelopes

(2013) Hisham T. Eid   ENGINEERING GEOLOGY

Global patterns of loss of life from landslides

(2012) David Petley   GEOLOGY

Displacement prediction in colluvial landslides, Three Gorges Reservoir, China

(2012) Juan Du et al.   Landslides

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

A new practical method for prediction of geomechanical failure-time

(2010) A. Mufundirwa et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Monitoring, prediction, and early warning using ground-based radar interferometry

(2010) Nicola Casagli et al.   Landslides

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

(2009) Deying Li et al.   Environmental Earth Sciences