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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

  28. Published

    A comprehensive utility function for resource allocation in mobile edge computing

    Ali, Z., Khaf, S., Abbas, Z. H., Abbas, G., Jiao, L., Irshad, A., Kwak, K. S. & Bilal, M., 2020, In: Computers, Materials and Continua. 66, 2, p. 1461-1477 17 p.

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

  29. Published

    Duplicate Bug Report Detection and Classification System Based on Deep Learning Technique

    Kukkar, A., Mohana, R., Kumar, Y., Nayyar, A., Bilal, M. & Kwak, K. S., 2020, In: IEEE Access. 8, p. 200749-200763 15 p., 9235309.

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

  30. Published

    Performance Prediction and Interpretation of a Refuse Plastic Fuel Fired Boiler

    Shaha, A. P., Singamsetti, M. S., Tripathy, B. K., Srivastava, G., Bilal, M. & Nkenyereye, L., 2020, In: IEEE Access. 8, p. 117467-117482 16 p., 9122496.

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

  31. Published

    Test suit generation for object oriented programs: A hybrid firefly and differential evolution approach

    Panda, M., Dash, S., Nayyar, A., Bilal, M. & Mehmood, R. M., 2020, In: IEEE Access. 8, p. 179167-179188 22 p.

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

  32. 2019
  33. Published

    Software-defined network-based vehicular networks: A position paper on their modeling and implementation

    Nkenyereye, L., Nkenyereye, L., Riazul Islam, S. M., Choi, Y. H., Bilal, M. & Jang, J. W., 1/09/2019, In: Sensors (Switzerland). 19, 17, 3788.

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

  34. Published

    Socially-aware congestion control in ad-hoc networks: Current status and the way forward

    Liaqat, H. B., Ali, A., Qadir, J., Bashir, A. K., Bilal, M. & Majeed, F., 08/2019, In: Future Generation Computer Systems. 97, p. 634-660 27 p.

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

  35. Published

    Network-Coding Approach for Information-Centric Networking

    Bilal, M. & Kang, S. G., 06/2019, In: IEEE Systems Journal. 13, 2, p. 1376-1385 10 p., 8451876.

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

  36. 2018
  37. Published

    Effective caching for the secure content distribution in information-centric networking

    Bilal, M., Kang, S. G. & Pack, S., 20/07/2018, 2018 IEEE 87th Vehicular Technology Conference, VTC Spring 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-7 7 p. (IEEE Vehicular Technology Conference; vol. 2018-June).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  38. 2017
  39. Published

    Time-assisted authentication protocol

    Bilal, M. & Kang, S. G., 10/2017, In: International Journal of Communication Systems. 30, 15, e3309.

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

  40. Published

    A secure key agreement protocol for dynamic group

    Bilal, M. & Kang, S. G., 1/09/2017, In: Cluster Computing. 20, 3, p. 2779-2792 14 p.

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

  41. Published

    An authentication protocol for future sensor networks

    Bilal, M. & Kang, S. G., 28/04/2017, In: Sensors (Switzerland). 17, 5, 979.

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

  42. Published

    A Cache Management Scheme for Efficient Content Eviction and Replication in Cache Networks

    Bilal, M. & Kang, S. G., 2017, In: IEEE Access. 5, p. 1692-1701 10 p., 7857720.

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

  43. 2014
  44. Published

    Time-slotted scheduling schemes for multi-hop concurrent transmission in WPANs with directional antenna

    Bilal, M., Kang, M., Shah, S. C. & Kang, S. G., 30/06/2014, In: ETRI Journal. 36, 3, p. 374-384 11 p.

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

  45. Published

    Network aware and power-based resource allocation in mobile Ad Hoc computational grid

    Shah, S. C., Chauhdary, S. H., Bilal, M. & Park, M. S., 9/03/2014, Proceedings - 16th IEEE International Conference on High Performance Computing and Communications, HPCC 2014, 11th IEEE International Conference on Embedded Software and Systems, ICESS 2014 and 6th International Symposium on Cyberspace Safety and Security, CSS 2014. Institute of Electrical and Electronics Engineers Inc., p. 428-435 8 p. 7056777. (Proceedings - 16th IEEE International Conference on High Performance Computing and Communications, HPCC 2014, 11th IEEE International Conference on Embedded Software and Systems, ICESS 2014 and 6th International Symposium on Cyberspace Safety and Security, CSS 2014).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  46. Published

    Time Aware Least Recent Used (TLRU) cache management policy in ICN

    Bilal, M. & Kang, S. G., 2014, 16th International Conference on Advanced Communication Technology: Content Centric Network Innovation!, ICACT 2014 - Proceeding. Institute of Electrical and Electronics Engineers Inc., p. 528-532 5 p. 6779016. (International Conference on Advanced Communication Technology, ICACT).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  47. 2012
  48. Published

    Throughput enhancement by concurrent transmission in WPAN with multiple antennas

    Bilal, M. & Kang, M., 2012, 14th International Conference on Advanced Communication Technology: Smart Society Innovation through Mobile Internet, ICACT 2012. p. 67-71 5 p. 6174611. (International Conference on Advanced Communication Technology, ICACT).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  49. 2010
  50. Published

    An intelligent future mobile terminal architecture

    Bilal, M., 11/2010, 2010 International Conference on Information and Emerging Technologies. p. 1-6 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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