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Research

Dr Muhammad Bilal

Senior Lecturer in Computer Science

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  1. 2025
  2. Published

    M-SOS: Mobility-Aware Secured Offloading and Scheduling in Dew-Enabled Vehicular Fog of Things

    Rajareddy, G. N. V., Mishra, K., Majhi, S. K., Sahoo, K. S. & Bilal, M., 30/04/2025, In: IEEE Transactions on Intelligent Transportation Systems. 26, 4, p. 4851-4864 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Optimizing alpha–beta filter for enhanced predictions accuracy in industrial applications using Mamdani fuzzy inference system

    Khan, J., Fayaz, M., Zaman, U., Lee, E., Balobaid, A. S., Bilal, M. & Kim, K., 30/04/2025, In: Alexandria Engineering Journal. 119, p. 598-608 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    Digital Twins-Assisted Service Recommendation with Preference Prediction in 6G-Enabled Edge Computing

    Liu, G., Bilal, M., Xu, X. & Xia, X., 31/03/2025, In: IEEE Communications Magazine. 63, 3, p. 54-60 7 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. E-pub ahead of print

    Federated learning with adaptive local aggregation for privacy-aware recommender systems in Internet of Vehicles

    Cheng, Y., Hu, Y., Liu, W. & Bilal, M., 31/08/2025, In: Information Sciences. 710, 122100.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. E-pub ahead of print

    Deep Reinforcement Learning and SQP-driven task offloading decisions in vehicular edge computing networks

    Mustafa, E., Shuja, J., Rehman, F., Namoun, A., Bilal, M. & Bilal, K., 31/05/2025, In: Computer Networks. 262, 111180.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Forthcoming

    Socially beneficial metaverse: Framework, technologies, applications, and challenges

    Xu, X., Zhou, X., Bilal, M., Zeadally, S., Crowcroft, J., Qi, L. & Xue, S., 6/03/2025, (Accepted/In press) In: Computer Networks. 111198.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    MW-UNet: Multi-Scale Weighted Connection UNet for Identification and Classification of Non-Meteorological Clutter over Big Radar Dat

    Cui, M., Zeng, C., Xu, X., Bilal, M. & Xia, X., 28/02/2025, In: Big Data Mining and Analytics. 8, 1, p. 65-77 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecasting

    Liu, Q., Sun, S., Liang, Y., Xu, X., Liu, M., Bilal, M., Wang, Y., Li, X. & Zheng, Y., 28/02/2025, In: IEEE Transactions on Intelligent Transportation Systems. 26, 2, p. 2777-2792 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    VEC-Sim: A simulation platform for evaluating service caching and computation offloading policies in Vehicular Edge Networks

    Wu, F., Xu, X., Bilal, M., Wang, X., Cheng, H. & Wu, S., 28/02/2025, In: Computer Networks. 257, 110985.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. E-pub ahead of print

    DeepILS: Towards Accurate Domain Invariant AIoT-enabled Inertial Localization System

    Tariq, O., Dastagir, B., Bilal, M. & Han, D., 5/02/2025, (E-pub ahead of print) In: IEEE Internet of Things Journal.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Published

    Blockchain‐enabled decentralized service selection for QoS ‐aware cloud manufacturing

    Meng, K., Wu, Z., Bilal, M., Xia, X. & Xu, X., 31/01/2025, In: Expert Systems. 42, 1, e13602.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    End-Edge Collaborative Inference of Convolutional Fuzzy Neural Networks for Big Data-Driven Internet of Things

    Hu, Y., Xu, X., Duan, L., Bilal, M., Wang, Q. & Dou, W., 31/01/2025, In: IEEE Transactions on Fuzzy Systems. 33, 1, p. 203-217 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. Published

    Federated learning-based private medical knowledge graph for epidemic surveillance in internet of things

    Wu, X., Gao, J., Bilal, M., Dai, F., Xu, X., Qi, L. & Dou, W., 31/01/2025, In: Expert Systems. 42, 1, e13372.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. E-pub ahead of print

    Privacy-Aware Edge Computation Offloading With Federated Learning in Healthcare Consumer Electronics System

    Fei, Y., Fang, H., Yan, Z., Qi, L., Bilal, M., Li, Y., Xu, X. & Zhou, X., 28/01/2025, (E-pub ahead of print) In: IEEE Transactions on Consumer Electronics.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. 2024
  17. Published

    Adaptive ubiquitous learning for server deployment and distributed offloading in UAV-enhanced IoV

    Wang, W., Fei, W., Bilal, M. & Xu, X., 31/12/2024, In: Computers in Human Behavior. 161, 108393.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. Published

    Congestion-Aware Path Planning With Vehicle-Road Cooperation in AIoV

    Liu, G., Bilal, M., Wang, Q. & Xu, X., 15/12/2024, In: IEEE Internet of Things Journal. 11, 24, p. 39629-39636

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. Published

    PHyPO: Priority-based Hybrid task Partitioning and Offloading in mobile computing using automated machine learning

    Bano, S., Abbas, G., Bilal, M., Abbas, Z. H., Ali, Z., Waqas, M. & Dao, N.-N. (Editor), 12/12/2024, In: PLoS One. 19, 12, e0314198.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Intelligent architecture and platforms for private edge cloud systems: A review

    Xu, X., Zang, S., Bilal, M., Xu, X. & Dou, W., 30/11/2024, In: Future Generation Computer Systems. 160, p. 457-471 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Forthcoming

    Distributed service caching with deep reinforcement learning for sustainable edge computing in large-scale AI

    Liu, W., Bilal, M., Shi, Y. & Xu, X., 17/11/2024, (Accepted/In press) In: Digital Communications and Networks.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. Published

    Dual-Wide Multi-Band (DWMB) four-port flexible MIMO antenna for on-body multiple wireless applications including high diversity performance

    Sharma, M., Sharma, K., Rao Kapula, P., Nayyar, A., Bilal, M. & Hussain, M. (Editor), 4/11/2024, In: PLoS One. 19, 11, e0309690.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    AI-Based Learning Model for Sociocybernetic Systems in Web of Things: An Efficient and Accurate Decision-Making Procedure

    Singh, P., Rathee, G., Kerrache, C. A., Bilal, M., Calafate, C. T. & Wang, H., 31/10/2024, In: IEEE Systems, Man, and Cybernetics Magazine. 10, 4, p. 40-48 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    Optimizing CNN Inference Speed over Big Social Data through Efficient Model Parallelism for Sustainable Web of Things

    Hu, Y., Xu, X., Bilal, M., Zhong, W., Liu, Y., Kou, H. & Kong, L., 31/10/2024, In: Journal of Parallel and Distributed Computing. 192, 104927.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

    Enhancing DDoS detection in SDIoT through effective feature selection with SMOTE-ENN

    Behera, A., Sagar Sahoo, K., Kumara Mishra, T., Nayyar, A., Bilal, M. & Alex, S. A. (Editor), 17/10/2024, In: PLoS One. 19, 10, e0309682.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    Optimizing prediction accuracy in dynamic systems through neural network integration with Kalman and alpha-beta filters

    Khan, J., Zaman, U., Lee, E., Balobaid, A. S., Aburasain, R. Y., Bilal, M., Kim, K. & Deng, M. (Editor), 16/10/2024, In: PLoS One. 19, 10, e0311734.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    A cloud-edge service offloading method for the metaverse in smart manufacturing

    Xiang, H., Zhang, X. & Bilal, M., 30/09/2024, In: Software - Practice and Experience. 54, 9, p. 1714-1732 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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