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

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

Displacement prediction of Baijiabao landslide based on empirical mode decomposition and long short-term memory neural network in Three Gorges area, China

(2018) Shiluo Xu et al.   COMPUTERS & GEOSCIENCES

A review of statistically-based landslide susceptibility models

(2018) Paola Reichenbach et al.   EARTH-SCIENCE REVIEWS

Prediction of landslide displacement with an ensemble-based extreme learning machine and copula models

(2018) Huajin Li et al.   Landslides

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

(2018) Chao Zhou et al.   Landslides

Some considerations on the use of numerical methods to simulate past landslides and possible new failures: the case of the recent Xinmo landslide (Sichuan, China)

(2018) Gianvito Scaringi et al.   Landslides

Trend and spatiotemporal distribution of fatal landslides triggered by non-seismic effects in China

(2018) Fanyu Zhang et al.   Landslides

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

(2017) Faming Huang et al.   ENGINEERING GEOLOGY

Annual variation of landslide stability under the effect of water level fluctuation and rainfall in the Three Gorges Reservoir, China

(2017) Beibei Yang et al.   Environmental Earth Sciences

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

Failure mechanism and kinematics of the deadly June 24th 2017 Xinmo landslide, Maoxian, Sichuan, China

(2017) Xuanmei Fan et al.   Landslides

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

Landslide susceptibility assessment in Lianhua County (China): A comparison between a random forest data mining technique and bivariate and multivariate statistical models

(2016) Haoyuan Hong et al.   GEOMORPHOLOGY

Fatal landslides in Europe

(2016) Ubydul Haque et al.   Landslides

Multiple neural networks switched prediction for landslide displacement

(2015) Cheng Lian et al.   ENGINEERING GEOLOGY

Training enhanced reservoir computing predictor for landslide displacement

(2015) Wei Yao et al.   ENGINEERING GEOLOGY

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

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

(2015) Ying Cao et al.   Landslides

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

(2015) Xiaolei Ma et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

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

(2014) Haibo Miao et al.   ENGINEERING GEOLOGY

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

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

Integration of a limit-equilibrium model into a landslide early warning system

(2013) Benni Thiebes et al.   Landslides

Comparison on landslide nonlinear displacement analysis and prediction with computational intelligence approaches

(2013) Zaobao Liu et al.   Landslides

Displacement prediction in colluvial landslides, Three Gorges Reservoir, China

(2012) Juan Du et al.   Landslides

A new practical method for prediction of geomechanical failure-time

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

Grey system theory-based models in time series prediction

(2009) Erdal Kayacan et al.   EXPERT SYSTEMS WITH APPLICATIONS