Research output per year
Research output per year
Personal profile
Biography
Muhammad Imad joined the School of Computing at Ulster University in 2023 as a PhD researcher. Before moving to Ulster University, he received his M.S. degree in Computer Science from Abasyn University Peshawar, Pakistan, and his B.S. degree in Computer Science from the University of Engineering and Technology Peshawar, Pakistan. His research interests include Artificial Intelligence (Image Processing, Machine Learning, Deep Learning, Medical Imaging, IoT).
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Keywords
- QA75 Electronic computers. Computer science
- Artificial Intelligence
- Deep Learning
- Machine Learning
- Medical Image Processing
- Human Activity Recognition
- Anomaly Detection
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Collaborations and top research areas from the last five years
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Research output
- 2 Conference contribution
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Improving the accuracy of Anomaly Detection in Multimodal Sensors using 1D-CNN
Imad, M., Cleland, I., McAllister, P. & Nugent, C., 26 Jun 2024, Proceedings of the 17th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2024. Karim, E., Nikanfar, S. & Pavel, H. R. (eds.). p. 212-221 10 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus) -
Integrating Traditional Machine Learning Approaches with Explainable Anomaly Detection for Multimodal Sensor Data
Imad, M., Cleland, I., Nugent, C. & McAllister, P., 21 Dec 2024, (Published online) Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024). Springer Science and Business Media Deutschland GmbH, p. 99-111 13 p. (Lecture Notes in Networks and Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution