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Bayesian optimization based dynamic ensemble for time series forecasting
L Du, R Gao, PN Suganthan, DZW Wang
Information Sciences 591, 155-175, 2022
1572022
Time series forecasting based on echo state network and empirical wavelet transformation
R Gao, L Du, O Duru, KF Yuen
Applied Soft Computing 102, 107111, 2021
792021
Random vector functional link neural network based ensemble deep learning for short-term load forecasting
R Gao, L Du, PN Suganthan, Q Zhou, KF Yuen
Expert Systems with Applications 206, 117784, 2022
752022
Walk-forward empirical wavelet random vector functional link for time series forecasting
R Gao, L Du, KF Yuen, PN Suganthan
Applied Soft Computing 108, 107450, 2021
552021
Robust empirical wavelet fuzzy cognitive map for time series forecasting
R Gao, L Du, KF Yuen
Engineering Applications of Artificial Intelligence 96, 103978, 2020
532020
Unsupervised maritime anomaly detection for intelligent situational awareness using AIS data
M Liang, L Weng, R Gao, Y Li, L Du
Knowledge-Based Systems 284, 111313, 2024
302024
Deep learning-powered vessel traffic flow prediction with spatial-temporal attributes and similarity grouping
Y Li, M Liang, H Li, Z Yang, L Du, Z Chen
Engineering Applications of Artificial Intelligence 126, 107012, 2023
222023
Graph ensemble deep random vector functional link network for traffic forecasting
L Du, R Gao, PN Suganthan, DZW Wang
Applied Soft Computing 131, 109809, 2022
182022
Annual dilated convolutional LSTM network for time charter rate forecasting
J Mo, R Gao, J Liu, L Du, KF Yuen
Applied Soft Computing 126, 109259, 2022
122022
Shipping market forecasting by forecast combination mechanism
R Gao, J Liu, L Du, KF Yuen
Maritime Policy & Management 49 (8), 1059-1074, 2022
112022
Time series forecasting using online performance-based ensemble deep random vector functional link neural network
L Du, R Gao, PN Suganthan, DZW Wang
2022 International Joint Conference on Neural Networks (IJCNN), 1-7, 2022
52022
A robust evaluating strategy of tunnel deterioration using ensemble machine learning algorithms
D Liang, Z Rui, F Yuguang
Engineering Applications of Artificial Intelligence 133, 108364, 2024
32024
Q-Learning Path Finding for Multi-Unmanned Surface Vehicles with Obstacles Avoidance Mechanism in Static and Dynamic Environment
Y Lin, L Du, KF Yuen
Available at SSRN 4860750, 0
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Artikler 1–13