Full List of Publications in Reverse Chronological Order: PDF Link
Journal Publications:
M. Yahya, A. Wahid, L. Yang, J. G. Breslin, E. Kharlamov, and M. I. Ali. Link prediction in industrial knowledge graphs: A case study on football manufacturing. IEEE Access, 2024.
M. Yahya, A. Ali, Q. Mehmood, L. Yang, J. G. Breslin, and M. I. Ali. A benchmark dataset with knowledge graph generation for industry 4.0 production lines. Semantic Web, 15(2):461–479, 2024.
A. Wahid, J. G. Breslin, and M. I. Ali. Tcrscanet: Harnessing temporal convolutions and recurrent skip component for enhanced rul estimation in mechanical systems. Human-Centric Intelligent Systems, pages 1–24, 2024.
J. Kafunah, M. I. Ali, and J. G. Breslin. Uncertainty-aware ensemble combination method for quality monitoring fault diagnosis in safety-related products. IEEE Transactions on Industrial Informatics, 20(2):1975–1986, Feb. 2024.
Conference Publications:
A. O. Victor and M. I. Ali. Enhancing time series data predictions: A survey of augmentation techniques and model performances. In Proceedings of the 2024 Australasian Computer Science Week, pages 1–13. 2024.
M. Tahir and M. I. Ali. Multi-criterion client selection for efficient federated learning. In Proceedings of the AAAI Symposium Series, volume 3, pages 318–322, 2024.
Journal Publications:
J. Zhou, C. Briciu-Burghina, F. Regan, and M. I. Ali. A data-driven approach for building the profile of water storage capacity of soils. Sensors, 23(12):5599, June 2023.
M. Yahya, B. Zhou, J. G. Breslin, M. I. Ali, and E. Kharlamov. Semantic modeling, develop- ment and evaluation for the resistance spot welding industry. IEEE Access, 11:37360–37377, 2023.
A. Victor Okhuese and A. M. Intizar. Healthcare internet of things (iot): A survey of state- of-the-art methods and approaches. 2023.
J. Kafunah, P. Verma, M. I. Ali, and J. G. Breslin. Out-of-distribution data generation for fault detection and diagnosis in industrial systems. IEEE Access, 11:135061–135073, 2023.
Kafunah, Jefkine, Muhammad Intizar Ali, and John G. Breslin. "Uncertainty-Aware Ensemble Combination Method for Quality Monitoring Fault Diagnosis in Safety-Related Products." IEEE Transactions on Industrial Informatics 20.2 (2023): 1975-1986.
Yahya, Muhammad, Baifan Zhou, John G. Breslin, Muhammad Intizar Ali, and Evgeny Kharlamov. "Semantic modeling, development and evaluation for the resistance spot welding industry." IEEE Access 11 (2023): 37360-37377.
Conference Publications:
Fernandez, Jaime B., Mani Dhingra, Sukanya Mandal, Noel E. O’Connor, Aphra Kerr, Kevin McGuinness, Ali Intizar, Jamie Cudden, and Kieran Mahon. "Smart DCU Digital Twin: Towards Smarter Universities." In 2023 IEEE Smart World Congress (SWC), pp. 1-6. IEEE, 2023.
Fernandez, James B., Mani Dhingra, Kevin McGuinness, Kieran Mahon, Jamie Cudden, Muhammad Intizar Ali, Michael Meehan, and Wayne Rutherford. "Smart DCU Digital Twin: Advancing Towards an Immersive Environment." (2023).
Okhuese, Alexander Victor, and Ali Muhammad Intizar. "Healthcare Internet of Things (IoT): A Survey of State-of-the-art Methods and Approaches." Authorea Preprints (2023).
Tahir, Mehreen, and Muhammad Intizar Ali. "Enabling On-Demand Crowdsourced Federated Learning Over IoT." 2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC). IEEE, 2023.
Ullah, Ihsan, Umair Ul Hassan, and Muhammad Intizar Ali. "Multi-level federated learning for industry 4.0-a crowdsourcing approach." Procedia Computer Science 217 (2023): 423-435.
Wahid, Abdul, Muhammad Yahya, John G. Breslin, and Muhammad Ali Intizar. "Self-attention transformer-based architecture for remaining useful life estimation of complex machines." Procedia Computer Science 217 (2023): 456-464.