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Liang Du
Observed name:
Du Liang
Institution:
Nanyang Technological University
Observed institution:
Nanyang Technological University
ORCID:
0000-0003-2762-4959
Observed ORCID:
0000-0003-2762-4959
OpenAlex ID:
A5019193214
Bayesian optimization based dynamic ensemble for time series forecasting
2022
·
Liang Du
, Ruobin Gao
, et al.
·
Information Sciences
·
215
Random vector functional link neural network based ensemble deep learning for short-term load forecasting
2022
·
Ruobin Gao
, Liang Du
, et al.
·
Expert Systems with Applications
·
117
PDF
Unsupervised maritime anomaly detection for intelligent situational awareness using AIS data
2023
·
Maohan Liang
, Lingxuan Weng
, et al.
·
Knowledge-Based Systems
·
101
Time series forecasting based on echo state network and empirical wavelet transformation
2021
·
Ruobin Gao
, Liang Du
, et al.
·
Applied Soft Computing
·
93
Walk-forward empirical wavelet random vector functional link for time series forecasting
2021
·
Ruobin Gao
, Liang Du
, et al.
·
Applied Soft Computing
·
70
Robust empirical wavelet fuzzy cognitive map for time series forecasting
2020
·
Ruobin Gao
, Liang Du
, et al.
·
Engineering Applications of Artificial Intelligence
·
62
Deep learning-powered vessel traffic flow prediction with spatial-temporal attributes and similarity grouping
2023
·
Yan Li
, Maohan Liang
, et al.
·
Engineering Applications of Artificial Intelligence
·
48
Graph ensemble deep random vector functional link network for traffic forecasting
2022
·
Liang Du
, Ruobin Gao
, et al.
·
Applied Soft Computing
·
26
Annual dilated convolutional LSTM network for time charter rate forecasting
2022
·
Jixian Mo
, Ruobin Gao
, et al.
·
Applied Soft Computing
·
20
Shipping market forecasting by forecast combination mechanism
2021
·
Ruobin Gao
, Jiahui Liu
, et al.
·
Maritime Policy & Management
·
15
A robust evaluating strategy of tunnel deterioration using ensemble machine learning algorithms
2024
·
Du Liang
, Zhang Rui
, et al.
·
Engineering Applications of Artificial Intelligence
·
14
Multiple unmanned surface vehicles pathfinding in dynamic environment
2025
·
Yuqing Lin
, Liang Du
, et al.
·
Applied Soft Computing
·
9
Time Series Forecasting Using Online Performance-based Ensemble Deep Random Vector Functional Link Neural Network
2022
·
Liang Du
, Ruobin Gao
, et al.
·
International Joint Conference on Neural Networks (IJCNN)
·
6
Computational intelligence-based time series forecasting
2023
·
Liang Du
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Works count:
14
Citation count:
796
H-index:
11
I10-index:
11
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