NGUYEN VAN THIEU
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M.Sc. (Computer Science, Hanoi University of Science and Technology, Vietnam, 2021)
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B.Sc. (Information Technology, Hanoi University of Science and Technology, Vietnam, 2018)
M.Sc. Nguyen Van Thieu is a Lecturer and Researcher at Phenikaa University since January 2022. His work centers on intelligent systems, metaheuristic optimization, and machine learning. Prior to joining Phenikaa, he was a Researcher at institutions including the National Institute of Informatics (Japan), University of Luxembourg, and HUST.
He has an impressive portfolio of over 30 publications in high-impact journals such as Neurocomputing, IEEE Access, Scientific Reports, and Future Generation Computer Systems. He is also a lead developer and contributor to several open-source Python libraries, including MEALPY, MetaCluster, Opfunu, and MAFESE.
Mr. Thieu is a prolific reviewer for over 40 international journals and conferences, and serves as Associate Editor for the ICCK Transactions on Swarm and Evolutionary Learning. His research integrates AI with real-world domains such as river inflow prediction, blast-induced vibration, and blockchain consensus optimization.
RESEARCH INTERESTS
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Metaheuristic Optimization and Intelligent Algorithms
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Machine Learning and Neural Networks
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Software Libraries for AI and Optimization
SELECTED PUBLICATIONS
- Van Thieu, N., Barma, S. D., Van Lam, T., Kisi, O., & Mahesha, A. (2023). Groundwater level modeling using Augmented Artificial Ecosystem Optimization. Journal of Hydrology, 617, 129034.
- Nguyen, BM, T Tran, Thieu Nguyen, and G Nguyen. “An Improved Sea Lion Optimization for Workload Elasticity Prediction with Neural Networks.” International Journal of Computational Intelligence Systems 15, no. 1 (2022): 90.
- Ahmed AN, Van Lam T, Hung ND, Van Thieu N, Kisi O, El-Shafie A. A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem. Applied Soft Computing. 2021 Jul 1;105:107282.
- Nguyen BM, Nguyen T, Nguyen T, Do BL. MPoC-A Metaheuristic Proof of Criteria Consensus Protocol for Blockchain Network. In2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC) 2021 May 3 (pp. 1-8). IEEE.
- Xie C, Nguyen H, Bui XN, Nguyen VT, Zhou J. Predicting roof displacement of roadways in underground coal mines using adaptive neuro-fuzzy inference system optimized by various physics-based optimization algorithms. Journal of Rock Mechanics and Geotechnical Engineering. 2021 Dec 1;13(6):1452-65.
- Nguyen T, Nguyen T, Vu QH, Huynh TT, Nguyen BM. Multi-objective Sparrow Search Optimization for Task Scheduling in Fog-Cloud-Blockchain Systems. In2021 IEEE International Conference on Services Computing (SCC) 2021 Sep 5 (pp. 450-455). IEEE.
- Nguyen T, Kobayashi S, Fukuda K. LogDTL: Network Log Template Generation with Deep Transfer Learning. In2021 IFIP/IEEE International Symposium on Integrated Network Management (IM) 2021 May 17 (pp. 848-853). IEEE.
- Nguyen BM, Hoang B, Nguyen T, Nguyen G. nQSV-Net: A Novel Queuing Search Variant for Global Space Search and Workload Modeling. Journal of Ambient Intelligence and Humanized Computing. 2021 Jan;12(1):27-46.
- Nguyen BM, Tran T, Nguyen T, Nguyen G. Hybridization of Galactic Swarm and Evolution Whale Optimization for Global Search Problem. IEEE Access. 2020 Apr 20;8:74991-5010.
- Nguyen T, Nguyen G, Nguyen BM. EO-CNN: An Enhanced CNN Model Trained by Equilibrium Optimization for Traffic Transportation Prediction. Procedia Computer Science. 2020 Jan 1;176:800-9.
- Nguyen T, Hoang B, Nguyen G, Nguyen BM. A New Workload Prediction Model Using Extreme Learning Machine and Enhanced Tug of War optimization. Procedia Computer Science. 2020 Jan 1;170:362-9.
- Nguyen T, Nguyen T, Nguyen BM, Nguyen G. Efficient time-series forecasting using neural network and opposition-based coral reefs optimization. International Journal of Computational Intelligence Systems. 2019;12(2):1144.
- Nguyen T, Nguyen BM, Nguyen G. Building resource auto-scaler with functional-link neural network and adaptive bacterial foraging optimization. InInternational Conference on Theory and Applications of Models of Computation 2019 Apr 13 (pp. 501-517). Springer, Cham.
PROFESSIONAL CERTIFICATIONS
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AI for Everyone (Coursera)
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Foundations of Data Science (Coursera)
COURSES TAUGHT
- CSE702028 – Programming II
22 & 23 Floor, A9 Building
Phenikaa University
Nguyen Van Trac, Yen Nghia
Ha Noi, Viet Nam