Dr Ruairí O’Reilly is an academic in the Department of Computer Science at Munster Technological University. Dr O’Reilly graduated with a BSc in Computer Science (2008) and a PhD in Computer Science (2015), entitled “A Distributed Architecture for the Monitoring and Analysis of Time Series Data”, from University College Cork. Dr O’Reilly’s research focuses on integrating artificial intelligence, pattern recognition, distributed systems into analytical workflows. He is a Senior Member of the IEEE and an active contributor to national/international conferences in artificial intelligence, signal processing, image processing and e-health.

His research’s primary application domain is in e-health, enabling scalable, automated analysis in clinical workflows. This contributes to an understanding of inherent analysis approaches, the limitations of data associated with clinical diagnostics, and the complexity of the multi-stakeholder perspective of the expertise required for such.

His research’s secondary application domain is in affective computing, identifying barriers from Human-Computer Interaction in providing a scientifically rigorous methodology to perform quantitative analysis. This work has been utilised to enable applied psychology studies in personality and emotion, goal setting and academic performance.

Dr O’Reilly lectures in Knowledge Representation and Reasoning as part of the MSc in Artificial Intelligence and Interactive Data Visualisation as part of the BSc in Software Development. Additionally, he is the primary research supervisor for three PhD students pursuing research in Explainable AI, Biomedical Image Analysis and Affective Computing, and numerous taught MSc students.

Dr O’Reilly lectures in knowledge representation and reasoning as part of the MSc in Artificial Intelligence and interactive data visualisation as part of the BSc in Software Development. Additionally, he is the primary supervisor for three PhD students pursuing research in Explainable AI, Biomedical Image Analysis and Affective Computing, and numerous taught MSc and BSc students.

Dr O’Reilly has extensive experience in attaining research funding, having worked on grant proposal and research projects funded by national and international agencies, including Enterprise Ireland, Science Foundation Ireland and Horizon 2020.

Further information relating to his research activities can be found on his Research Gate profile.

Publications

2024

Beder, Christian, Costello, Maebh, O'Reilly, Ruairi, O'Shea, Donna, Pawar, Urja. 2024. Optimal Neighborhood Contexts in Explainable AI: An Explanandum-Based Evaluation. IEEE Open Journal of the Computer Society, 5, 181-194. doi: 10.1109/OJCS.2024.3389781.
Dair, Z, Dockray, S, O'Reilly, R, Pawar, U, Saad, M. 2024. Classification of Stress via Ambulatory ECG and GSR Data. In: Human Activity and Behavior Analysis, 183-196. doi: 10.1201/9781003371540.

2023

O'Reilly, Ruairi, Williamson, Declan. 2023. WebTransport and WebSockets: An Empirical Analysis of Connection Time, Message Response, and Payload Efficiency. In: 2023 34th Irish Signals and Systems Conference (ISSC). doi: 10.1109/ISSC59246.2023.10162060.
Dair, Zachary, Dockray, Samantha, O'Reilly, Ruairi. 2023. Complex Adaptive Systems and Psychophysiological Data – An Exploratory Approach. In: 2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS). doi: 10.1109/AICS60730.2023.10470799.