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Liang Du

Orcid: 0000-0003-2762-4959

Affiliations:
  • Nanyang Technological University, School of Civil and Environmental Engineering, Singapore


According to our database1, Liang Du authored at least 11 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Unsupervised maritime anomaly detection for intelligent situational awareness using AIS data.
[BibTeX]
[DOI]
Maohan Liang
,
Lingxuan Weng
,
Ruobin Gao
,
Yan Li
,
Liang Du
Knowl. Based Syst., 2024

A robust evaluating strategy of tunnel deterioration using ensemble machine learning algorithms.
[BibTeX]
[DOI]
Liang Du
,
Zhang Rui
,
Yuguang Fu
Eng. Appl. Artif. Intell., 2024

2023
Deep learning-powered vessel traffic flow prediction with spatial-temporal attributes and similarity grouping.
[BibTeX]
[DOI]
Yan Li
,
Maohan Liang
,
Huanhuan Li
,
Zaili Yang
,
Liang Du
,
Zhongshuo Chen
Eng. Appl. Artif. Intell., November, 2023

2022
Bayesian optimization based dynamic ensemble for time series forecasting.
[BibTeX]
[DOI]
Liang Du
,
Ruobin Gao
,
Ponnuthurai Nagaratnam Suganthan
,
David Z. W. Wang
Inf. Sci., 2022

Random vector functional link neural network based ensemble deep learning for short-term load forecasting.
[BibTeX]
[DOI]
Ruobin Gao
,
Liang Du
,
Ponnuthurai Nagaratnam Suganthan
,
Qin Zhou
,
Kum Fai Yuen
Expert Syst. Appl., 2022

Annual dilated convolutional LSTM network for time charter rate forecasting.
[BibTeX]
[DOI]
Jixian Mo
,
Ruobin Gao
,
Jiahui Liu
,
Liang Du
,
Kum Fai Yuen
Appl. Soft Comput., 2022

Graph ensemble deep random vector functional link network for traffic forecasting.
[BibTeX]
[DOI]
Liang Du
,
Ruobin Gao
,
Ponnuthurai Nagaratnam Suganthan
,
David Z. W. Wang
Appl. Soft Comput., 2022

Time Series Forecasting Using Online Performance-based Ensemble Deep Random Vector Functional Link Neural Network.
[BibTeX]
[DOI]
Liang Du
,
Ruobin Gao
,
Ponnuthurai Nagaratnam Suganthan
,
David Z. W. Wang
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
Walk-forward empirical wavelet random vector functional link for time series forecasting.
[BibTeX]
[DOI]
Ruobin Gao
,
Liang Du
,
Kum Fai Yuen
,
Ponnuthurai Nagaratnam Suganthan
Appl. Soft Comput., 2021

Time series forecasting based on echo state network and empirical wavelet transformation.
[BibTeX]
[DOI]
Ruobin Gao
,
Liang Du
,
Okan Duru
,
Kum Fai Yuen
Appl. Soft Comput., 2021

2020
Robust empirical wavelet fuzzy cognitive map for time series forecasting.
[BibTeX]
[DOI]
Ruobin Gao
,
Liang Du
,
Kum Fai Yuen
Eng. Appl. Artif. Intell., 2020


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