Dr Muhammad A B Fayyaz
Dr Muhammad A B Fayyaz
Lecturer
My profile
Biography
Dr Muhammad A B Fayyaz is the youngest Pakistani PhD holder at age of 25. He has strong academic/ technical experience in Applied AI, in particular, Computer Vision and Data Analytics. He is involved in different National and International Research projects within Applied AI and Data Analytics.
PHD SUPERVISION: I have currently the capacity to supervise PGR students in the areas of Applied AI and Data Analytics.
Other academic service (administration and management)
Unit Leader: Data Analytics (Level 5)
Unit Tutor: Decision Support System, Principal of Business Analytics, Statistics and Visualisation
Personal Tutor: Business Technology Level 4 Students
Prizes and awards
- VC Scholarship (Bachelors Programme)
- Full Funded PhD
- Highly Commended Paper by PWI
Other distinctions
- PWI Ambassador
Membership of professional associations
- Fellow Member of Higher Education (FHEA)
Research outputs
My research expertise is within Applied AI and Data Analytics. My past research reflects how Applied AI and Computer Vision is integrated within Railway Business, transforming and evolving the business domain according to Industry 4.0 era. Currently, I am exploring the different applications of Applied AI across the different business domains.
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Journal articles
Sarwar, R., Ahmad, B., Teh, P.S., Tuarob, S., Thaipisutikul, T., Zaman, F., Aljohani, N.R., Zhu, J., Hassan, S.U., Nawaz, R., Ansari, A.R., Fayyaz, M.A.B. (2024) 'HybridEval: An Improved Novel Hybrid Metric for Evaluation of Text Summarization.' Journal of Informatics and Web Engineering, 3(3) pp. 233-255.
Jaffar, A., Ali, S., Fahad Iqbal, K., Ayaz, Y., Ansari, A.R., Fayyaz, M.A.B., Nawaz, R. (2024) 'A comprehensive multimodal humanoid system for personality assessment based on the Big Five model.' IEEE Access, 12pp. 84261-84272.
Afandi, W., Bukhari, S.M.A.H., Khan, M.U.S., Maqsood, T., Fayyaz, M.A.B., Ansari, A.R., Nawaz, R. (2023) 'Explainable YouTube video identification using sufficient input subsets.' IEEE Access, 11pp. 33178-33188.
Naseem, T., Javed, A., Hamayun, M.T., Jawad, M., Ansari, E.A., Fayyaz, M.A.B., Ansari, A.R., Nawaz, R. (2023) 'Design of an EnergyPlus model-based smart controller for maintaining thermal comfortable environment in non-domestic building.' IEEE Access, 11pp. 33134-33147.
Asif, , Ahmad, W., Qureshi, M.B., Khan, M.M., Fayyaz, M.A.B., Nawaz, R. (2023) 'Optimizing large-scale PV systems with machine learning: a neuro-fuzzy MPPT control for PSCs with uncertainties.' Electronics, 12(7) pp. 1720-1720.
Sehar, N.U., Khalid, O., Khan, I.A., Rehman, F., Fayyaz, M.A.B., Ansari, A.R., Nawaz, R. (2023) 'Blockchain enabled data security in vehicular networks.' Scientific Reports, 13(1) pp. 4412-4412.
Bukhari, S.M.A.H., Afandi, W., Khan, M.U.S., Maqsood, T., Qureshi, M.B., Fayyaz, M.A.B., Nawaz, R. (2022) 'E-Ensemble: A Novel Ensemble Classifier for Encrypted Video Identification.' Electronics, 11(24) pp. 4076-4076.
Iqbal, A., Nasir, J., Qureshi, M.B., Khan, A.A., Rehman, J.U., Owais, , Rahman, H.U., Fayyaz, M.A.B., Nawaz, R. (2022) 'A CPW fed quad-port MIMO DRA for sub-6 GHz 5G applications.' PLoS One, 17(6) pp. e0268867-e0268867.
Khan, M.U.S., Bukhari, S.M.A.H., Maqsood, T., Fayyaz, M.A.B., Dancey, D., Nawaz, R. (2022) 'SCNN-Attack: A Side-Channel Attack to Identify YouTube Videos in a VPN and Non-VPN Network Traffic.' Electronics (Basel), 11(3) pp. 350-350.
Fayyaz, M.A.B., Johnson, C. (2020) 'Object detection at level crossing using deep learning.' Micromachines, 11(12)
Fayyaz, M.A.B., Alexoulis-Chrysovergis, A.C., Southgate, M.J., Johnson, C. (2020) 'A review of the technological developments for interlocking at level crossing.' Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit, 235(4) pp. 529-539.
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Conference papers
Kamal, A.S., Bukhari, S.M.A.H., Khan, M.U.S., Maqsood, T., Fayyaz, M. (2023) 'Traffic Pattern Plot: video identification in encrypted network traffic.' In WorldS4 2022. London, 24/8/2022 - 27/8/2022. Nagar, A.K., Singh Jat, D., Kumar Mishra, D., Joshi, A. (ed.) Singapore: Springer, pp. 77-84.