A novel method for landslide displacement prediction by integrating advanced computational intelligence algorithms

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

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

The Maoxian landslide as seen from space: detecting precursors of failure with Sentinel-1 data

(2017) Emanuele Intrieri et al.   Landslides

The catastrophic landside in Maoxian County, Sichuan, SW China, on June 24, 2017

(2017) Junling Qiu et al.   NATURAL HAZARDS

Forecasting of groundwater level fluctuations using ensemble hybrid multi-wavelet neural network-based models

(2017) Rahim Barzegar et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Hyperspectral Imaging for Presymptomatic Detection of Tobacco Disease with Successive Projections Algorithm and Machine-learning Classifiers

(2017) Hongyan Zhu et al.   Scientific Reports

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

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

A survey on object detection in optical remote sensing images

(2016) Gong Cheng 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

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

(2016) Enrico Conte et al.   Landslides

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

Application of the extreme learning machine algorithm for the prediction of monthly Effective Drought Index in eastern Australia

(2015) Ravinesh C. Deo et al.   ATMOSPHERIC RESEARCH

Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling

(2015) J.N. Goetz et al.   COMPUTERS & GEOSCIENCES

Training enhanced reservoir computing predictor for landslide displacement

(2015) Wei Yao et al.   ENGINEERING GEOLOGY

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

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

A rigorous finite volume model to simulate subaerial and submarine landslide-generated waves

(2015) S. Yavari-Ramshe 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

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

Geological mapping using remote sensing data: A comparison of five machine learning algorithms, their response to variations in the spatial distribution of training data and the use of explicit spatial information

(2013) Matthew J. Cracknell et al.   COMPUTERS & GEOSCIENCES

A Wavelet-ANFIS Hybrid Model for Groundwater Level Forecasting for Different Prediction Periods

(2013) Vahid Moosavi et al.   WATER RESOURCES MANAGEMENT

Design and implementation of a landslide early warning system

(2012) Emanuele Intrieri et al.   ENGINEERING GEOLOGY

Global patterns of loss of life from landslides

(2012) David Petley   GEOLOGY

Automatic landslide detection from remote-sensing imagery using a scene classification method based on BoVW and pLSA

(2012) Gong Cheng et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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 wavelet neural network conjunction model for groundwater level forecasting

(2011) Jan Adamowski et al.   JOURNAL OF HYDROLOGY

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

(2010) Jiwei Jiang et al.   Environmental Earth Sciences

Early warning of rainfall-induced shallow landslides and debris flows in the USA

(2009) Rex L. Baum et al.   Landslides