All Stories

  1. Comparative performance analysis of quantum machine learning architectures for credit card fraud detection

    Article • Applied Intelligence, February 2026, Springer Science + Business Media

    Dr. Nouhaila Innan

  2. Exploring quantum federated learning

    Article • January 2026, Elsevier

    Dr. Nouhaila Innan

  3. Quantum-enhanced decision-making in ACT-R

    Article • January 2026, Elsevier

    Dr. Nouhaila Innan

  4. Evaluating Quantum Amplitude Estimation for Pricing Multi-Asset Basket Options

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

    Dr. Nouhaila Innan

  5. FL-QDSNNs: Federated Learning with Quantum Dynamic Spiking Neural Networks

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

    Dr. Nouhaila Innan

  6. RobQFL: Robust Quantum Federated Learning in Adversarial Environment

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

    Dr. Nouhaila Innan

  7. QUAV: Quantum-Assisted Path Planning and Optimization for UAV Navigation with Obstacle Avoidance

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

    Dr. Nouhaila Innan

  8. CircuitHunt: Automated Quantum Circuit Screening for Superior Credit-Card Fraud Detection

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

    Dr. Nouhaila Innan

  9. Quantum Computing Research in the Arab World

    Article • Communications of the ACM, September 2025, ACM (Association for Computing Machinery)

    Moustafa Youssef, Dr. Nouhaila Innan

  10. LEP-QNN: Loan Eligibility Prediction Using Quantum Neural Networks

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

    Dr. Nouhaila Innan

  11. Quantum Portfolio Optimization with Expert Analysis Evaluation

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

    Dr. Nouhaila Innan

  12. QAS-QTNs: Curriculum Reinforcement Learning-Driven Quantum Architecture Search for Quantum Tensor Networks

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

    Dr. Nouhaila Innan

  13. QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection

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

    Dr. Nouhaila Innan

  14. Next-Generation Quantum Neural Networks: Enhancing Efficiency, Security, and Privacy

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

    Dr. Nouhaila Innan

  15. Quantum Bayesian Networks for Machine Learning in Oil-Spill Detection

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

    Dr. Nouhaila Innan

  16. MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption

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

    Dr. Nouhaila Innan

  17. Optimizing Low-Energy Carbon IIoT Systems With Quantum Algorithms: Performance Evaluation and Noise Robustness

    Article • IEEE Internet of Things Journal, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Nouhaila Innan

  18. QNN-VRCS: A Quantum Neural Network for Vehicle Road Cooperation Systems

    Article • IEEE Transactions on Intelligent Transportation Systems, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Nouhaila Innan

  19. SentiQNF: A Novel Approach to Sentiment Analysis Using Quantum Algorithms and Neuro-Fuzzy Systems

    Article • IEEE Transactions on Computational Social Systems, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Nouhaila Innan

  20. Influencing Fair Lending Practices through the Mechanism of AI-in-the-Loop

    Article • December 2024, Taylor & Francis

    Dr. Nouhaila Innan

  21. QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction

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

    Dr. Nouhaila Innan

  22. Quantum Clustering for Cybersecurity

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

    Dr. Nouhaila Innan

  23. Resource Allocation Optimization in 5G Networks Using Variational Quantum Regressor

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

    Dr. Nouhaila Innan

  24. FedQNN: Federated Learning using Quantum Neural Networks

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

    Dr. Nouhaila Innan

  25. Quantum state tomography using quantum machine learning

    Article • Quantum Machine Intelligence, May 2024, Springer Science + Business Media

    Dr. Nouhaila Innan

  26. Attracting Investment and Reducing Poverty in Africa Through AI Technologies

    Article • May 2024, Taylor & Francis

    Dr. Nouhaila Innan

  27. A variational quantum perceptron with Grover’s algorithm for efficient classification

    Article • Physica Scripta, April 2024, Institute of Physics Publishing

    Dr. Nouhaila Innan

  28. Quantum computing for electronic structure analysis: Ground state energy and molecular properties calculations

    Article • Materials Today Communications, March 2024, Elsevier

    Dr. Nouhaila Innan

  29. Financial fraud detection using quantum graph neural networks

    Article • Quantum Machine Intelligence, February 2024, Springer Science + Business Media

    Dr. Nouhaila Innan

  30. Financial fraud detection: A comparative study of quantum machine learning models

    Article • International Journal of Quantum Information, December 2023, World Scientific Pub Co Pte Lt

    Dr. Nouhaila Innan

  31. Elucidating Common Fallacies and Misconceptions Around LLMs

    Article • November 2023, MDPI AG

    Dr. Nouhaila Innan

  32. Elucidating Common Fallacies and Misconceptions Around LLMs

    Article • November 2023, MDPI AG

    Dr. Nouhaila Innan

  33. Enhancing quantum support vector machines through variational kernel training

    Article • Quantum Information Processing, October 2023, Springer Science + Business Media

    Dr. Nouhaila Innan