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

A new method to identify impending failure in rock slopes

(2017) Tommaso Carlà et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

A one-step Newmark displacement model for probabilistic seismic slope displacement hazard analysis

(2016) Wenqi Du et al.   ENGINEERING GEOLOGY

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 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

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

An improved SVM integrated GS-PCA fault diagnosis approach of Tennessee Eastman process

(2016) Xin Gao et al.   NEUROCOMPUTING

Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines

(2015) Haoyuan Hong et al.   CATENA

Multiple neural networks switched prediction for landslide displacement

(2015) Cheng Lian et al.   ENGINEERING GEOLOGY

Selecting optimal conditioning factors in shallow translational landslide susceptibility mapping using genetic algorithm

(2015) Taskin Kavzoglu et al.   ENGINEERING GEOLOGY

Hydrological factors affecting rainfall-induced shallow landslides: From the field monitoring to a simplified slope stability analysis

(2015) M. Bordoni et al.   ENGINEERING GEOLOGY

Training enhanced reservoir computing predictor for landslide displacement

(2015) Wei Yao et al.   ENGINEERING GEOLOGY

Spatial prediction of landslide hazard at the Luxi area (China) using support vector machines

(2015) Haoyuan Hong et al.   Environmental Earth Sciences

Manifestation of LiDAR-Derived Parameters in the Spatial Prediction of Landslides Using Novel Ensemble Evidential Belief Functions and Support Vector Machine Models in GIS

(2015) Mustafa Neamah Jebur et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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

(2015) Ying Cao et al.   Landslides

Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree

(2015) Dieu Tien Bui et al.   Landslides

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

(2014) Yu-Yong Jiao 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

Prediction of changes in landslide rates induced by rainfall

(2014) S. Bernardie et al.   Landslides

Integration of rainfall thresholds and susceptibility maps in the Emilia Romagna (Italy) regional-scale landslide warning system

(2014) Samuele Segoni et al.   Landslides

Predictive model of Arias intensity and Newmark displacement for regional scale evaluation of earthquake-induced landslide hazard in Greece

(2014) Konstantinos Chousianitis et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

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

(2013) Zaobao Liu et al.   Landslides

A study of the Newmark sliding block displacement functions

(2012) Gwo-Shyang Hwang et al.   Bulletin of Earthquake Engineering

A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS

(2012) Biswajeet Pradhan   COMPUTERS & GEOSCIENCES

Displacement prediction in colluvial landslides, Three Gorges Reservoir, China

(2012) Juan Du et al.   Landslides

Prediction of time to slope failure: a general framework

(2011) A. Federico et al.   Environmental Earth Sciences

A new practical method for prediction of geomechanical failure-time

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

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

(2009) Deying Li et al.   Environmental Earth Sciences