Establishment of Landslide Groundwater Level Prediction Model Based on GA-SVM and Influencing Factor Analysis

Prediction of remaining service life of pavement using an optimized support vector machine (case study of Semnan–Firuzkuh road)

(2019) Nader Karballaeezadeh et al.   Engineering Applications of Computational Fluid Mechanics

Hybrid Machine Learning Approaches for Landslide Susceptibility Modeling

(2019) Vu Nguyen et al.   Forests

Support Vector Regression Integrated with Fruit Fly Optimization Algorithm for River Flow Forecasting in Lake Urmia Basin

(2019) Saeed Samadianfard et al.   Water

Earth fissure hazard prediction using machine learning models

(2019) Bahram Choubin et al.   ENVIRONMENTAL RESEARCH

A novel hybrid intelligent model of support vector machines and the MultiBoost ensemble for landslide susceptibility modeling

(2018) Binh Thai Pham et al.   Bulletin of Engineering Geology and the Environment

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

Rainfall thresholds as a landslide indicator for engineered slopes on the Irish Rail network

(2018) Karlo Martinović et al.   GEOMORPHOLOGY

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

(2018) Chao Zhou et al.   Landslides

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

(2018) Chao Zhou et al.   Scientific Reports

Analysis of Permafrost Region Coherence Variation in the Qinghai–Tibet Plateau with a High-Resolution TerraSAR-X Image

(2018) Zhengjia Zhang et al.   Remote Sensing

Using SVM-RSM and ELM-RSM Approaches for Optimizing the Production Process of Methyl and Ethyl Esters

(2018) Sina Faizollahzadeh Ardabili et al.   Energies

Ensemble models with uncertainty analysis for multi-day ahead forecasting of chlorophyll a concentration in coastal waters

(2018) Shahaboddin Shamshirband et al.   Engineering Applications of Computational Fluid Mechanics

Classification of Multiple Chinese Liquors by Means of a QCM-based E-Nose and MDS-SVM Classifier

(2017) Qiang Li et al.   SENSORS

Investigation and monitoring on a rainfall-induced deep-seated landslide

(2016) Momo Zhi et al.   Arabian Journal of Geosciences

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

A comparative study of different machine learning methods for landslide susceptibility assessment: A case study of Uttarakhand area (India)

(2016) Binh Thai Pham et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Spatial prediction of rainfall-induced shallow landslides using hybrid integration approach of Least-Squares Support Vector Machines and differential evolution optimization: a case study in Central Vietnam

(2016) Dieu Tien Bui et al.   International Journal of Digital Earth

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

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

Research on the displacement response ratio of groundwater dynamic augment and its application in evaluation of the slope stability

(2015) He Keqiang et al.   Environmental Earth Sciences

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

Performance evaluation of artificial neural network coupled with generic algorithm and response surface methodology in modeling and optimization of biodiesel production process parameters from shea tree (Vitellaria paradoxa) nut butter

(2015) Eriola Betiku et al.   RENEWABLE ENERGY

Optimizing parameters of support vector machine using fast messy genetic algorithm for dispute classification

(2014) Jui-Sheng Chou et al.   EXPERT SYSTEMS WITH APPLICATIONS

Occurrence assessment of earth fissure based on genetic algorithms and artificial neural networks in Su-Xi-Chang land subsidence area, China

(2014) Wenjing Zhang et al.   GEOSCIENCES JOURNAL

Integrating intensity–duration-based rainfall threshold and antecedent rainfall-based probability estimate towards generating early warning for rainfall-induced landslides in parts of the Garhwal Himalaya, India

(2013) John Mathew et al.   Landslides

Impact of reservoir impoundment-caused groundwater level changes on regional slope stability: a case study in the Loess Plateau of Western China

(2012) Maosheng Zhang et al.   Environmental Earth Sciences

Forecasting the movement direction of exchange rate with polynomial smooth support vector machine

(2012) Yubo Yuan   MATHEMATICAL AND COMPUTER MODELLING

Displacement prediction model of landslide based on a modified ensemble empirical mode decomposition and extreme learning machine

(2012) Cheng Lian et al.   NATURAL HAZARDS

Application and comparison of two prediction models for groundwater levels: A case study in Western Jilin Province, China

(2008) Z.P. Yang et al.   JOURNAL OF ARID ENVIRONMENTS

Groundwater flow modeling for effective implementation of landslide stability enhancement measures

(2008) H. K. Shrestha et al.   Landslides