Papers and Codes

Year: 2025 (total 7 papers)

  1. [NeuCom]
    GrafoRVFL: A gradient-free optimization framework for boosting random vector functional link network. [Code -- Latex -- PDF -- Scholar]
    Nguyen Van Thieu , Nguyen Thanh Hoang , Hossam Faris
    Neurocomputing
    Journal, type: ISI, ranked: Q1, IF: 6.5, Cite Score: Unknown
  2. [ITC-CSCC]
    Adaptive Task Scheduling under Hard Deadlines in Edge Environments Using Deep Reinforcement Learning. [Code -- Latex -- PDF -- Scholar]
    Ngoc Hung Nguyen , Nguyen Van Thieu , Minh-Hoang Pham , Van-Dinh Nguyen
    2025 International Technical Conference on Circuits/Systems, Computers, and Communications
    Conference, type: ISI, ranked: Rank B
  3. [WRM]
    A Comparative Analysis of Machine Learning Models for Simulating, Classifying, and Assessment River Inflow. [Code -- Latex -- PDF -- Scholar]
    Ali Najah Ahmed , Nguyen Van Thieu , Kai Lun Chong , Yuk Feng Huang , Ahmed El-Shafie
    Water Resources Management
    Journal, type: ISI, ranked: Q1, IF: 3.1, Cite Score: Unknown
  4. [CSI]
    MetaPerceptron: A standardized framework for metaheuristic-driven multi-layer perceptron optimization. [Code -- Latex -- PDF -- Scholar]
    Nguyen Van Thieu , Seyedali Mirjalili , Harish Garg , Nguyen Thanh Hoang
    Computer Standards & Interfaces
    Journal, type: ISI, ranked: Q1, IF: 3.1, Cite Score: Unknown
  5. [NRR]
    Measurement and Prediction of Blast-Induced Flyrock Distance Using Unmanned Aerial Vehicles and Metaheuristic-Optimized ANFIS Neural Networks. [Code -- Latex -- PDF -- Scholar]
    Hoang Nguyen , Thieu Nguyen
    Natural Resources Research
    Journal, type: ISI, ranked: Q1, IF: 5, Cite Score: Unknown
  6. [NeuCom]
    IntelELM: A python framework for intelligent metaheuristic-based extreme learning machine. [Code -- Latex -- PDF -- Scholar]
    Nguyen Van Thieu , Essam H Houssein , Diego Oliva , Nguyen Duy Hung
    Neurocomputing
    Journal, type: ISI, ranked: Q1, IF: 6.5, Cite Score: unknown
  7. [NCAA.]
    Deep learning at the service of metaheuristics for solving numerical optimization problems. [Code -- Latex -- PDF -- Scholar]
    Olaide N Oyelade , Absalom E Ezugwu , Apu K Saha , Nguyen Van Thieu , Amir H Gandomi
    Neural Computing and Applications
    Journal, type: ISI, ranked: Q1, IF: Unknown, Cite Score: Unknown

Year: 2024 (total 10 papers)

  1. [IEEE Access]
    Dholes Hunting-A Multi-Local Search Algorithm Using Gradient Approximation and Its Application for Blockchain Consensus Problem. [Code -- Latex -- PDF -- Scholar]
    Binh Minh Nguyen , Thieu Nguyen , Quoc-Hien Vu , Tran Huy Hung , Tran Hoang Hai , Huynh Thi Thanh Binh , Van-Dang Tran
    IEEE Access
    Journal, type: ISI, ranked: Q1, IF: 3.4, Cite Score: 9.8
  2. [SimPac]
    deforce: Derivative-free algorithms for optimizing Cascade Forward Neural Networks. [Code -- Latex -- PDF -- Scholar]
    Nguyen Van Thieu , Hoang Nguyen , Harish Garg , Gia Sirbiladze
    Software Impacts
    Journal, type: ISI, ranked: Q3, IF: 1.3, Cite Score: 2.7
  3. [IEEE IoTs]
    Deadline-Aware Joint Task Scheduling and Offloading in Mobile Edge Computing Systems. [Code -- Latex -- PDF -- Scholar]
    Ngoc Hung Nguyen , Van–Dinh Nguyen , Anh Tuan Nguyen , Nguyen Van Thieu , Hoang Nam Nguyen , Symeon Chatzinotas
    IEEE Internet of Things Journal
    Journal, type: ISI, ranked: Q1, IF: 8.9, Cite Score:
  4. [SR]
    Integrated metaheuristic algorithms with extreme learning machine models for river streamflow prediction. [Code -- Latex -- PDF -- Scholar]
    Nguyen Van Thieu , Ngoc Hung Nguyen , Mohsen Sherif , Ahmed El-Shafie , Ali Najah Ahmed
    Scientific reports
    Journal, type: ISI, ranked: Q1, IF: 3.8, Cite Score: Unknown
  5. [FGCS]
    Feature selection using metaheuristics made easy: Open source MAFESE library in Python. [Code -- Latex -- PDF -- Scholar]
    Nguyen Van Thieu , Ngoc Hung Nguyen , Ali Asghar Heidari
    Future Generation Computer Systems
    Journal, type: Scopus, ranked: Q1, IF: 6.2, Cite Score: 19.9
  6. [JORS]
    Opfunu: An Open-source Python Library for Optimization Benchmark Functions. [Code -- Latex -- PDF -- Scholar]
    Nguyen Van Thieu
    Journal of Open Research Software
    Journal, type: Scopus, ranked: Q2, IF: 0.6, Cite Score: 4.1
  7. [AG]
    A new intelligence model for evaluating clay compressibility in soft ground improvement: a combined approach of bees optimization and extreme learning machine. [Code -- Latex -- PDF -- Scholar]
    Liuming Zhao , Shane B Wilson , Nguyen Van Thieu , Jian Zhou , Costache Romulus , Trung Tin Tran
    Acta Geophysica
    Journal, type: ISI, ranked: Q2, IF: 2.3, Cite Score: Unknown
  8. [JOSS]
    PerMetrics: A Framework of Performance Metrics for Machine Learning Models. [Code -- Latex -- PDF -- Scholar]
    Nguyen Van Thieu
    Journal of Open Source Software
    Journal, type: Unknown, ranked: Unknown, IF: , Cite Score: Unknown
  9. [IJMRE]
    Predicting different components of blast-induced ground vibration using earthworm optimisation-based adaptive neuro-fuzzy inference system. [Code -- Latex -- PDF -- Scholar]
    Hoang Nguyen , Yosoon Choi , Masoud Monjezi , Nguyen Van Thieu , Trung-Tin Tran
    International Journal of Mining, Reclamation and Environment
    Journal, type: ISI, ranked: Q2, IF: 3.022, Cite Score: Unknown
  10. [AAIMGE]
    Spatial prediction of bridge displacement using deep learning models: A case study at Co Luy bridge. [Code -- Latex -- PDF -- Scholar]
    Thai Ha Vu , Ngoc Quang Vu , Nguyen Van Thieu
    Applications of Artificial Intelligence in Mining and Geotechnical Engineering
    Book Chapter, type: Scopus

Year: 2023 (total 4 papers)

  1. [SoftX]
    MetaCluster: An open-source Python library for metaheuristic-based clustering problems. [Code -- Latex -- PDF -- Scholar]
    Nguyen Van Thieu , Diego Oliva , Marco Pérez-Cisneros
    SoftwareX
    Journal, type: ISI, ranked: Q2, IF: 3.4, Cite Score: 5.1
  2. [IEEE IoT]
    A novel nature-inspired algorithm for optimal task scheduling in fog-cloud blockchain system. [Code -- Latex -- PDF -- Scholar]
    Binh Minh Nguyen , Thieu Nguyen , Quoc-Hien Vu , Huy Hung Tran , Hiep Vo , Huynh Thi Thanh Binh , Shui Yu , Zongda Wu
    IEEE Internet of Things Journal
    Journal, type: ISI, ranked: Q1, IF: 10.6, Cite Score: 17.4
  3. [JSA]
    MEALPY: An open-source library for latest meta-heuristic algorithms in Python. [Code -- Latex -- PDF -- Scholar]
    Nguyen Van Thieu , Seyedali Mirjalili
    Journal of Systems Architecture
    Journal, type: ISI, ranked: Q1, IF: 5.836, Cite Score: unknown
  4. [J. Hydrol.]
    Groundwater level modeling using Augmented Artificial Ecosystem Optimization. [Code -- Latex -- PDF -- Scholar]
    Nguyen Van Thieu , Surajit Deb Barma , To Van Lam , Ozgur Kisi , Amai Mahesha
    Journal of Hydrology
    Journal, type: ISI, ranked: Q1, IF: 6.708, Cite Score: 9.1

Year: 2022 (total 1 papers)

  1. [IJCIS]
    An Improved Sea Lion Optimization for Workload Elasticity Prediction with Neural Networks. [Code -- Latex -- PDF -- Scholar]
    Binh Minh Nguyen , Trung Tran , Thieu Nguyen , Giang Nguyen
    International Journal of Computational Intelligence Systems
    Journal, type: ISI, ranked: Q2, IF: 2.259, Cite Score: unknown

Year: 2021 (total 6 papers)

  1. [JRMGE]
    Predicting roof displacement of roadways in underground coal mines using adaptive neuro-fuzzy inference system optimized by various physics-based optimization algorithms. [Code -- Latex -- PDF -- Scholar]
    Chengyu Xie , Hoang Nguyen , Xuan-Nam Bui , Van-Thieu Nguyen , Jian Zhou
    Journal of Rock Mechanics and Geotechnical Engineering
    Journal, type: ISI, ranked: Q1, IF: 4.338, Cite Score: 6.8
  2. [SCC]
    Multi-objective Sparrow Search Optimization for Task Scheduling in Fog-Cloud-Blockchain Systems. [Code -- Latex -- PDF -- Scholar]
    Thieu Nguyen , Thang Nguyen , Quoc-Hien Vu , Thi Thanh Binh Huynh , Binh Minh Nguyen
    IEEE International Conference on Services Computing (SCC)
    Conference, type: Unknown, ranked: A
  3. [ASC]
    A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem. [Code -- Latex -- PDF -- Scholar]
    Ali Najah Ahmed , To Van Lam , Nguyen Duy Hung , Nguyen Van Thieu , Ozgur Kisi , Ahmed El-Shafie
    Applied Soft Computing
    Journal, type: ISI, ranked: Q1, IF: 6.725, Cite Score: 11.2
  4. [IM]
    LogDTL: Network Log Template Generation with Deep Transfer Learning. [Code -- Latex -- PDF -- Scholar]
    Thieu Nguyen , Satoru Kobayashi , Kensuke Fukuda
    IFIP/IEEE International Symposium on Integrated Network Management
    Conference, type: Unknown, ranked: B
  5. [ICBC]
    MPoC-A Metaheuristic Proof of Criteria Consensus Protocol for Blockchain Network. [Code -- Latex -- PDF -- Scholar]
    Binh Minh Nguyen , Thang Nguyen , Thieu Nguyen , Ba-Lam Do
    2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC)
    Conference, type: Unknown, ranked: A
  6. [JAIHC]
    nQSV-Net: A Novel Queuing Search Variant for Global Space Search and Workload Modeling. [Code -- Latex -- PDF -- Scholar]
    Binh Minh Nguyen , Bao Hoang , Thieu Nguyen , Giang Nguyen
    Journal of Ambient Intelligence and Humanized Computing (JAIHC)
    Journal, type: Scopus, ranked: Q1, IF: 4.594, Cite Score: 3.8

Year: 2020 (total 3 papers)

  1. [Access]
    Hybridization of Galactic Swarm and Evolution Whale Optimization for Global Search Problem. [Code -- Latex -- PDF -- Scholar]
    Binh Minh Nguyen , Trung Tran , Thieu Nguyen , Giang Nguyen
    IEEE Access
    Journal, type: ISI, ranked: Q1, IF: 4.64, Cite Score: 4.96
  2. [KES]
    EO-CNN: An Enhanced CNN Model Trained by Equilibrium Optimization for Traffic Transportation Prediction. [Code -- Latex -- PDF -- Scholar]
    Thieu Nguyen , Giang Nguyen , Binh Minh Nguyen
    24th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES)
    Conference, type: Scopus, ranked: B
  3. [ANT]
    A New Workload Prediction Model Using Extreme Learning Machine and Enhanced Tug of War optimization. [Code -- Latex -- PDF -- Scholar]
    Thieu Nguyen , Bao Hoang , Giang Nguyen , Binh Minh Nguyen
    The 11th International Conference on Ambient Systems, Networks and Technologies (ANT)
    Conference, type: Scopus, ranked: B

Year: 2019 (total 2 papers)

  1. [TAMC]
    Building resource auto-scaler with functional-link neural network and adaptive bacterial foraging optimization. [Code -- Latex -- PDF -- Scholar]
    Thieu Nguyen , Binh Minh Nguyen , Giang Nguyen
    International Conference on Theory and Applications of Models of Computation (TAMC)
    Conference, type: Unknown, ranked: B
  2. [IJCIS]
    Efficient time-series forecasting using neural network and opposition-based coral reefs optimization. [Code -- Latex -- PDF -- Scholar]
    Thieu Nguyen , Tu Nguyen , Binh Minh Nguyen , Giang Nguyen
    International Journal of Computational Intelligence Systems
    Journal, type: ISI, ranked: Q1, IF: 2.153, Cite Score: 4.51

Year: 2018 (total 1 papers)

  1. [SOCA]
    A resource usage prediction system using functional-link and genetic algorithm neural network for multivariate cloud metrics. [Code -- Latex -- PDF -- Scholar]
    Thieu Nguyen , Nhuan Tran , Binh Minh Nguyen , Giang Nguyen
    2018 IEEE 11th conference on service-oriented computing and applications (SOCA)
    Conference, type: Unknown, ranked: C