All Stories

  1. Oranits: Mission Assignment and Task Offloading in Open RAN-Based ITS Using Metaheuristic and Deep Reinforcement Learning

    Article • IEEE Transactions on Intelligent Transportation Systems, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Fatemeh Kaveh, Thieu Nguyen

  2. GrafoRVFL: A gradient-free optimization framework for boosting random vector functional link network

    Article • Neurocomputing, October 2025, Elsevier

    Thieu Nguyen

  3. Adaptive Task Scheduling under Hard Deadlines in Edge Environments Using Deep Reinforcement Learning

    Article • July 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Thieu Nguyen

  4. A Comparative Analysis of Machine Learning Models for Simulating, Classifying, and Assessment River Inflow

    Article • Water Resources Management, April 2025, Springer Science + Business Media

    Thieu Nguyen, Dr Ahmed Elshafie

  5. MetaPerceptron: A standardized framework for metaheuristic-driven multi-layer perceptron optimization

    Article • Computer Standards & Interfaces, April 2025, Elsevier

    Thieu Nguyen

  6. IntelELM: A python framework for intelligent metaheuristic-based extreme learning machine

    Article • Neurocomputing, February 2025, Elsevier

    Thieu Nguyen

  7. Deep learning at the service of metaheuristics for solving numerical optimization problems

    Article • Neural Computing and Applications, January 2025, Springer Science + Business Media

    Thieu Nguyen

  8. Measurement and Prediction of Blast-Induced Flyrock Distance Using Unmanned Aerial Vehicles and Metaheuristic-Optimized ANFIS Neural Networks

    Article • Natural Resources Research, December 2024, Springer Science + Business Media

    Thieu Nguyen

  9. Feature selection using metaheuristics made easy: Open source MAFESE library in Python

    Article • Future Generation Computer Systems, November 2024, Elsevier

    Thieu Nguyen, Dr Ali Asghar Heidari

  10. Deadline-Aware Joint Task Scheduling and Offloading in Mobile-Edge Computing Systems

    Article • IEEE Internet of Things Journal, October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Thieu Nguyen

  11. deforce: Derivative-free algorithms for optimizing Cascade Forward Neural Networks

    Article • Software Impacts, September 2024, Elsevier

    Thieu Nguyen

  12. Integrated metaheuristic algorithms with extreme learning machine models for river streamflow prediction

    Article • Scientific Reports, June 2024, Springer Science + Business Media

    Dr Ahmed Elshafie, Thieu Nguyen

  13. PerMetrics: A Framework of Performance Metrics for Machine Learning Models

    Article • The Journal of Open Source Software, March 2024, The Open Journal

    Thieu Nguyen

  14. A Novel Nature-Inspired Algorithm for Optimal Task Scheduling in Fog–Cloud Blockchain System

    Article • IEEE Internet of Things Journal, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Thieu Nguyen

  15. Opfunu: An Open-source Python Library for Optimization Benchmark Functions

    Article • Journal of Open Research Software, January 2024, Ubiquity Press, Ltd.

    Thieu Nguyen

  16. Dholes Hunting—A Multi-Local Search Algorithm Using Gradient Approximation and Its Application for Blockchain Consensus Problem

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Thieu Nguyen

  17. Spatial prediction of bridge displacement using deep learning models: A case study at Co Luy bridge

    Article • January 2024, Elsevier

    Thieu Nguyen

  18. MetaCluster: An open-source Python library for metaheuristic-based clustering problems

    Article • SoftwareX, December 2023, Elsevier

    Thieu Nguyen

  19. A new intelligence model for evaluating clay compressibility in soft ground improvement: a combined approach of bees optimization and extreme learning machine

    Article • Acta Geophysica, October 2023, Springer Science + Business Media

    Thieu Nguyen

  20. Predicting different components of blast-induced ground vibration using earthworm optimisation-based adaptive neuro-fuzzy inference system

    Article • International Journal of Mining Reclamation and Environment, September 2023, Taylor & Francis

    Thieu Nguyen

  21. MEALPY: An open-source library for latest meta-heuristic algorithms in Python

    Article • Journal of Systems Architecture, June 2023, Elsevier

    Thieu Nguyen

  22. Groundwater level modeling using Augmented Artificial Ecosystem Optimization

    Article • Journal of Hydrology, February 2023, Elsevier

    Professor Ozgur Kisi, Thieu Nguyen

  23. An Improved Sea Lion Optimization for Workload Elasticity Prediction with Neural Networks

    Article • International Journal of Computational Intelligence Systems, October 2022, Springer Science + Business Media

    Thieu Nguyen

  24. Optimized functional linked neural network for predicting diaphragm wall deflection induced by braced excavations in clays

    Article • Geoscience Frontiers, March 2022, Elsevier

    Thieu Nguyen

  25. Multi-objective Sparrow Search Optimization for Task Scheduling in Fog-Cloud-Blockchain Systems

    Article • September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Thieu Nguyen

  26. nQSV-Net: a novel queuing search variant for global space search and workload modeling

    Article • Journal of Ambient Intelligence and Humanized Computing, January 2021, Springer Science + Business Media

    Thieu Nguyen

  27. Hybridization of Galactic Swarm and Evolution Whale Optimization for Global Search Problem

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Thieu Nguyen

  28. A New Workload Prediction Model Using Extreme Learning Machine and Enhanced Tug of War optimization

    Article • Procedia Computer Science, January 2020, Elsevier

    Thieu Nguyen

  29. EO-CNN: An Enhanced CNN Model Trained by Equilibrium Optimization for Traffic Transportation Prediction

    Article • Procedia Computer Science, January 2020, Elsevier

    Thieu Nguyen

  30. Building Resource Auto-scaler with Functional-Link Neural Network and Adaptive Bacterial Foraging Optimization

    Article • January 2019, Springer Science + Business Media

    Thieu Nguyen

  31. Efficient Time-Series Forecasting Using Neural Network and Opposition-Based Coral Reefs Optimization

    Article • International Journal of Computational Intelligence Systems, January 2019, Springer Science + Business Media

    Thieu Nguyen

  32. A Resource Usage Prediction System Using Functional-Link and Genetic Algorithm Neural Network for Multivariate Cloud Metrics

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Thieu Nguyen