Personal profile
Research Interests
Systems Science, Computer based Control, Machine Learning, Artificial Intelligence, Natural Language Processing
Operations Research, Smart Manufacturing, Ad Hoc/5G Wireless Networks, Robust Control, Robust Performance Assessment,
Structured Singular Value, Digital Power Control, Power/Energy Management, Biomedical Systems.
Teaching Interests
Automatic Control EE4216,
Digital (Computer) Control EE6452,
Electrical Power Systems EE4005,
Electrical Engineering EE4001
Biography
2021 - Present andnbsp;andnbsp;Professor of Digital Technologies and Academic lead for the HCI UL@Work project.
2017 - 2021 andnbsp; andnbsp;Head, Department of Electronic and Computer Engineering.
1995 - 2017 Assistant Lecturer, Lecturer above the Bar and Senior Lecturer, Department of Electronic and Computer Engineering, University of Limerick.
1992- 1995 Researcher at the Control Systems Group, Department of Electronic Engineering Dublin City University.andnbsp;
1993 - 1995 Lecturer (Part-Time) at the Institute of Technology, Tallaght.andnbsp;
1989 - 1992 Research Officer at the Electronics Manufacturing Centre, AMT Ireland.andnbsp;
1987 - 1988 Technician at the Teagasc Research Centre, Moorepark, Fermoy, Co. Cork.
Education/Academic qualification
PhD, Ph.D., Dublin City University
Award Date: 1 Jan 1997
Masters, M.Eng
Award Date: 1 Jan 1992
Bachelor, B Eng
Award Date: 1 Jan 1989
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):
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SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Advancing Interoperable IoT-Based Access Control Systems: A Unified Security Approach in Diverse Environments
Penica, M., Bhattacharya, M., O'Brien, W., McGrath, S., Hayes, M. & O'Connell, E., 2025, In: IEEE Access. 13, p. 27767-27782 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Assessing Student Engagement: A Machine Learning Approach to Qualitative Analysis of Institutional Effectiveness
Ahmed, A., Hayes, M. J. & Joorabchi, A., Oct 2025, In: Future Internet. 17, 10, 453.Research output: Contribution to journal › Article › peer-review
Open Access -
Deep learning enabled computer vision in remanufacturing and refurbishment applications: defect detection and grading for smart phones
Mohandas, R., Southern, M., Fitzpatrick, C. & Hayes, M., Mar 2025, In: Journal of Remanufacturing. 15, 1, p. 65-95 31 p., 120317.Research output: Contribution to journal › Article › peer-review
Open Access -
DriVQA: A gaze-based dataset for visual question answering in driving scenarios
Rekanar, K., Joyce, J. M., Hayes, M. & Eising, C., Apr 2025, In: Data in Brief. 59, 111367.Research output: Contribution to journal › Article › peer-review
Open Access -
Mimicking human attention in driving scenarios for enhanced Visual Question Answering: Insights from eye-tracking and the human attention filter
Rekanar, K., Hayes, M. J. & Eising, C., Dec 2025, In: Intelligent Systems with Applications. 28, 200578.Research output: Contribution to journal › Article › peer-review
Open Access