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Research

Dr Muhammad Bilal

Senior Lecturer in Computer Science

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  1. 2021
  2. Published

    An efficient internet traffic classification system using deep learning for iot

    Umair, M. B., Iqbal, Z., Bilal, M., Nebhen, J., Almohamad, T. A. & Mehmood, R. M., 3/11/2021, In: Computers, Materials and Continua. 71, 1, p. 407-422 16 p.

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

  3. Published

    A Decision Support Benchmark for Forecasting the Consumption of Agriculture Stocks

    Hassan, N. U., Khan, F. Z., Bibi, H., Khan, N. T., Nayyar, A. & Bilal, M., 1/11/2021, IEEE Consumer Electronics Magazine, 10, 6, p. 45-52 8 p.

    Research output: Contribution to specialist publication › Article

  4. Published

    Fair and size-scalable participant selection framework for large-scale mobile crowdsensing

    Li, S., Shen, W., Bilal, M., Xu, X., Dou, W. & Moustafa, N., 31/10/2021, In: Journal of Systems Architecture. 119, 102273.

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

  5. Published

    Probabilistic Deep Q Network for real-time path planning in censorious robotic procedures using force sensors

    Srinivasu, P. N., Bhoi, A. K., Jhaveri, R. H., Reddy, G. T. & Bilal, M., 31/10/2021, In: Journal of Real-Time Image Processing. 18, 5, p. 1773-1785 13 p.

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

  6. Published

    Smart computational offloading for mobile edge computing in next-generation Internet of Things networks

    Ali, Z., Abbas, Z. H., Abbas, G., Numani, A. & Bilal, M., 24/10/2021, In: Computer Networks. 198, 108356.

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

  7. Published

    Multi-label active learning from crowds for secure IIoT

    Wu, M., Li, Q., Bilal, M., Xu, X., Zhang, J. & Hou, J., 1/10/2021, In: Ad Hoc Networks. 121, 102594.

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

  8. Published

    Towards aspect based components integration framework for cyber-physical system

    Ali, S., Hafeez, Y., Bilal, M., Saeed, S. & Kwak, K. S., 7/09/2021, In: Computers, Materials and Continua. 70, 1, p. 653-668 16 p.

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

  9. Published

    Joint Spectrum and Energy Optimization of NOMA-Enabled Small-Cell Networks with QoS Guarantee

    Khan, W. U., Jameel, F., Li, X., Bilal, M. & Tsiftsis, T. A., 31/08/2021, In: IEEE Transactions on Vehicular Technology. 70, 8, p. 8337-8342 6 p., 9479745.

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

  10. Published

    A secure blockchain-oriented data delivery and collection scheme for 5G-enabled IoD environment

    Irshad, A., Chaudhry, S. A., Ghani, A. & Bilal, M., 4/08/2021, In: Computer Networks. 195, 108219.

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

  11. Published

    Renewable prediction-driven service offloading for IoT-enabled energy systems with edge computing

    Fang, Z., Xu, X., Bilal, M. & Jolfaei, A., 4/08/2021, In: Wireless Networks.

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

  12. Published

    MADCR: Mobility aware dynamic clustering-based routing protocol in Internet of Vehicles

    Sennan, S., Ramasubbareddy, S., Balasubramaniyam, S., Nayyar, A., Kerrache, C. A. & Bilal, M., 31/07/2021, In: China Communications. 18, 7, p. 69-85 17 p., 9495356.

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

  13. Published

    Mobility Aware Blockchain Enabled Offloading and Scheduling in Vehicular Fog Cloud Computing

    Lakhan, A., Ahmad, M., Bilal, M., Jolfaei, A. & Mehmood, R. M., 31/07/2021, In: IEEE Transactions on Intelligent Transportation Systems. 22, 7, p. 4212-4223 12 p., 9356491.

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

  14. Published

    Secure crowd-sensing protocol for fog-based vehicular cloud

    Nkenyereye, L., Islam, S. M. R., Bilal, M., Abdullah-Al-Wadud, M., Alamri, A. & Nayyar, A., 07/2021, In: Future Generation Computer Systems. 120, p. 61-75 15 p.

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

  15. Published

    Cost-based Energy Efficient Scheduling Technique for Dynamic Voltage and Frequency Scaling System in cloud computing

    Sohaib Ajmal, M., Iqbal, Z., Zeeshan Khan, F., Bilal, M. & Majid Mehmood, R., 30/06/2021, In: Sustainable Energy Technologies and Assessments. 45, 101210.

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

  16. Published

    A systematic review of bio-cyber interface technologies and security issues for internet of bio-nano things

    Zafar, S., Nazir, M., Bakhshi, T., Ali Khattak, H., Khan, S., Bilal, M., Choo, K. K. R., Kwak, K. S. & Sabah, A., 29/06/2021, In: IEEE Access. 9, p. 93529-93566 38 p., 9467302.

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

  17. Published

    Blockchain-Enabled healthcare system for detection of diabetes

    Chen, M., Malook, T., Rehman, A. U., Muhammad, Y., Alshehri, M. D., Akbar, A., Bilal, M. & Khan, M. A., 31/05/2021, In: Journal of Information Security and Applications. 58, 102771.

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

  18. Published

    Computational offloading in mobile edge with comprehensive and energy efficient cost function: A deep learning approach

    Abbas, Z. H., Ali, Z., Abbas, G., Jiao, L., Bilal, M., Suh, D. Y. & Piran, M. J., 19/05/2021, In: Sensors. 21, 10, 3523.

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

  19. Published

    INSWF DNA signal analysis tool: Intelligent noise suppression window filter

    Ahmad, M., Ahmad, I., Bilal, M., Jolfaei, A. & Mehmood, R. M., 31/03/2021, In: Software - Practice and Experience. 51, 3, p. 670-685 16 p.

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

  20. Published

    Palliation of four-wave mixing in optical fibers using improved dsp receiver

    Muhammad, F., Ali, F., Abbas, G., Abbas, Z. H., Haider, S., Bilal, M., Piran, M. J. & Suh, D. Y., 1/03/2021, In: Electronics (Switzerland). 10, 5, p. 1-15 15 p., 611.

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

  21. Published

    Ea-rdsp: Energy aware rapidly deployable wireless ad hoc system for post disaster management

    Khan, A., Mukhtar, M., Ullah, F., Bilal, M. & Kwak, K. S., 2021, In: Computers, Materials and Continua. 69, 2, p. 1725-1746 22 p.

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

  22. 2020
  23. Published

    Apparatus and method for in-network caching

    Bilal, M., Kang, S. G., Lee, H.-W. & Kim, S.-H., 27/10/2020

    Research output: Other contribution

  24. Published

    Blended multi-modal deep convnet features for diabetic retinopathy severity prediction

    Bodapati, J. D., Veeranjaneyulu, N., Shareef, S. N., Hakak, S., Bilal, M., Maddikunta, P. K. R. & Jo, O., 06/2020, In: Electronics (Switzerland). 9, 6, 914.

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

  25. Published

    Secure Distribution of Protected Content in Information-Centric Networking

    Bilal, M. & Pack, S., 06/2020, In: IEEE Systems Journal. 14, 2, p. 1921-1932 12 p., 8798748.

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

  26. Published

    Classification of arrhythmia by using deep learning with 2-D ECG spectral image representation

    Ullah, A., Anwar, S. M., Bilal, M. & Mehmood, R. M., 1/05/2020, In: Remote Sensing. 12, 10, 1685.

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

  27. Published

    Amateur Drones Detection: A machine learning approach utilizing the acoustic signals in the presence of strong interference

    Uddin, Z., Altaf, M., Bilal, M., Nkenyereye, L. & Bashir, A. K., 15/03/2020, In: Computer Communications. 154, p. 236-245 10 p.

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

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