Liang Du

Bayesian optimization based dynamic ensemble for time series forecasting

Liang Du, Ruobin Gao, Ponnuthurai Nagaratnam Suganthan et al. · Information Sciences · 2022 · 196 citations

Forecasting Methodology, Probabilistic Forecasting, Uncertainty Quantification +5

Random vector functional link neural network based ensemble deep learning for short-term load forecasting

Ruobin Gao, Liang Du, Ponnuthurai Nagaratnam Suganthan et al. · Expert Systems with Applications · 2022 · 100 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +9

Time series forecasting based on echo state network and empirical wavelet transformation

Ruobin Gao, Liang Du, Okan Duru et al. · Applied Soft Computing · 2021 · 89 citations

Intelligent Forecasting, Forecasting Methodology, Echo State Network +7

Walk-forward empirical wavelet random vector functional link for time series forecasting

Ruobin Gao, Liang Du, Kum Fai Yuen et al. · Applied Soft Computing · 2021 · 63 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +8

Unsupervised maritime anomaly detection for intelligent situational awareness using AIS data

Maohan Liang, Lingxuan Weng, Ruobin Gao et al. · Knowledge-Based Systems · 2023 · 61 citations

Artificial Intelligence, Anomaly Detection, Machine Learning +16