Exploration of Multi-Scale Reconstruction Framework in Dam Deformation Prediction

Effective Multinational Trade Forecasting using LSTM Recurrent Neural Network

(2021) Mei-Li Shen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multiscale attention-based LSTM for ship motion prediction

(2021) Tao Zhang et al.   OCEAN ENGINEERING

Air pollution concentration forecasting based on wavelet transform and combined weighting forecasting model

(2021) Bingchun Liu et al.   Atmospheric Pollution Research

Dam Deformation Interpretation and Prediction Based on a Long Short-Term Memory Model Coupled with an Attention Mechanism

(2021) Yan Su et al.   Applied Sciences-Basel

Annual Streamflow Time Series Prediction Using Extreme Learning Machine Based on Gravitational Search Algorithm and Variational Mode Decomposition

(2020) Wen-jing Niu et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Monthly runoff time series prediction by variational mode decomposition and support vector machine based on quantum-behaved particle swarm optimization

(2020) Zhong-kai Feng et al.   JOURNAL OF HYDROLOGY

An optimized combination prediction model for concrete dam deformation considering quantitative evaluation and hysteresis correction

(2020) Qiubing Ren et al.   ADVANCED ENGINEERING INFORMATICS

A Novel Hybrid Decomposition—Ensemble Prediction Model for Dam Deformation

(2020) Enhua Cao et al.   Applied Sciences-Basel

Hybrid forecasting model for non-stationary daily runoff series: A case study in the Han River Basin, China

(2019) Tuo Xie et al.   JOURNAL OF HYDROLOGY

A Deep Learning Model for Concrete Dam Deformation Prediction Based on RS-LSTM

(2019) Xudong Qu et al.   Journal of Sensors

Short-term wind speed prediction model based on GA-ANN improved by VMD

(2019) Yagang Zhang et al.   RENEWABLE ENERGY

A novel hybrid decomposition-ensemble model based on VMD and HGWO for container throughput forecasting

(2018) Mingfei Niu et al.   APPLIED MATHEMATICAL MODELLING

Wavelet support vector machine-based prediction model of dam deformation

(2018) Huaizhi Su et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Stochastic synthesis approximating any process dependence and distribution

(2018) Panayiotis Dimitriadis et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Machine Learning Models Coupled with Variational Mode Decomposition: A New Approach for Modeling Daily Rainfall-Runoff

(2018) Youngmin Seo et al.   Atmosphere

A spatio-temporal clustering and diagnosis method for concrete arch dams using deformation monitoring data

(2018) Bo Chen et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

CTS-DP: Publishing correlated time-series data via differential privacy

(2017) Hao Wang et al.   KNOWLEDGE-BASED SYSTEMS

A novel model of dam displacement based on panel data

(2017) Chenfei Shao et al.   Structural Control & Health Monitoring

A statistical model of deformation during the construction of a concrete face rockfill dam

(2017) Yuqun Shi et al.   Structural Control & Health Monitoring

Concrete dam deformation prediction model for health monitoring based on extreme learning machine

(2017) Fei Kang et al.   Structural Control & Health Monitoring

Study of a Gray Genetic BP Neural Network Model in Fault Monitoring and a Diagnosis System for Dam Safety

(2017) Hai-Feng Liu et al.   ISPRS International Journal of Geo-Information

Failure analysis method of concrete arch dam based on elastic strain energy criterion

(2016) Bo Chen et al.   ENGINEERING FAILURE ANALYSIS

A hybrid EMD-SVR model for the short-term prediction of significant wave height

(2016) W.Y. Duan et al.   OCEAN ENGINEERING

Data-Based Models for the Prediction of Dam Behaviour: A Review and Some Methodological Considerations

(2015) Fernando Salazar et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING