Combined forecasting model with CEEMD-LCSS reconstruction and the ABC-SVR method for landslide displacement prediction

Displacement Prediction of a Complex Landslide in the Three Gorges Reservoir Area (China) Using a Hybrid Computational Intelligence Approach

(2020) Junwei Ma et al.   COMPLEXITY

DLCSS: A new similarity measure for time series data mining

(2020) Gholamreza Soleimani et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Landslide displacement prediction based on multi-source data fusion and sensitivity states

(2020) Yong Liu et al.   ENGINEERING GEOLOGY

Forecasting of Landslide Displacement Using a Probability-Scheme Combination Ensemble Prediction Technique

(2020) Junwei Ma et al.   International Journal of Environmental Research and Public Health

Prediction model oriented for landslide displacement with step-like curve by applying ensemble empirical mode decomposition and the PSO-ELM method

(2020) Han Du et al.   JOURNAL OF CLEANER PRODUCTION

Attitude data-based deep hybrid learning architecture for intelligent fault diagnosis of multi-joint industrial robots

(2020) Jianyu Long et al.   JOURNAL OF MANUFACTURING SYSTEMS

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

(2019) Beibei Yang et al.   Landslides

Prediction on landslide displacement using a new combination model: a case study of Qinglong landslide in China

(2019) Weidong Wang et al.   NATURAL HAZARDS

Landslide prediction based on a combination intelligent method using the GM and ENN: two cases of landslides in the Three Gorges Reservoir, China

(2019) Wei Gao et al.   Landslides

Geohazards in the three Gorges Reservoir Area, China – Lessons learned from decades of research

(2019) Huiming Tang et al.   ENGINEERING GEOLOGY

Deformation characteristics and failure mechanisms of a rainfall-induced complex landslide in Wanzhou County, Three Gorges Reservoir, China

(2019) Jiajia Wang et al.   Landslides

Prediction of Vibration Velocity Generated in Mine Blasting Using Support Vector Regression Improved by Optimization Algorithms

(2019) Haiqing Yang et al.   Natural Resources Research

How much does the rainfall temporal resolution affect rainfall thresholds for landslide triggering?

(2019) Stefano Luigi Gariano et al.   NATURAL HAZARDS

Probabilistic forecasting of landslide displacement accounting for epistemic uncertainty: a case study in the Three Gorges Reservoir area, China

(2018) Junwei Ma et al.   Landslides

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

(2018) Huajin Li et al.   Landslides

Monitoring strategies for local landslide early warning systems

(2018) Gaetano Pecoraro et al.   Landslides

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

(2017) Faming Huang et al.   ENGINEERING GEOLOGY

Understanding the triggering mechanism and possible kinematic evolution of a reactivated landslide in the Three Gorges Reservoir

(2017) Dong Ming Gu et al.   Landslides

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

Artificial bee colony feature selection algorithm combined with machine learning algorithms to predict vertical and lateral distribution of soil organic matter in South Dakota, USA

(2017) Ruhollah Taghizadeh-Mehrjardi et al.   Carbon Management

A Novel Hybrid Short Term Load Forecasting Model Considering the Error of Numerical Weather Prediction

(2016) Guowei Cai et al.   Energies

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

Identification of causal factors for the Majiagou landslide using modern data mining methods

(2016) Junwei Ma et al.   Landslides

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

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

Multiple neural networks switched prediction for landslide displacement

(2015) Cheng Lian et al.   ENGINEERING GEOLOGY

Time series classification with ensembles of elastic distance measures

(2014) Jason Lines et al.   DATA MINING AND KNOWLEDGE DISCOVERY

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

(2014) Haibo Miao et al.   ENGINEERING GEOLOGY

Support vector regression based on optimal training subset and adaptive particle swarm optimization algorithm

(2013) JinXing Che   APPLIED SOFT COMPUTING

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

(2013) Benni Thiebes et al.   Landslides

Displacement prediction in colluvial landslides, Three Gorges Reservoir, China

(2012) Juan Du et al.   Landslides

A hybrid approach of support vector regression with genetic algorithm optimization for aquaculture water quality prediction

(2011) Shuangyin Liu et al.   MATHEMATICAL AND COMPUTER MODELLING

A new practical method for prediction of geomechanical failure-time

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

Prediction of silicon content in hot metal using support vector regression based on chaos particle swarm optimization

(2009) Xianlun Tang et al.   EXPERT SYSTEMS WITH APPLICATIONS