Personal profile
Biography
BSc (Hons) Mathematics, University of Glasgow 1986; MSc Mathematical Logic and the Foundations of Computation, University of Manchester 1987; PhD Artificial Intelligence in Engineering, University of Bristol 1991; Post-doctoral research associate, University of Bristol 1991-1994; Visiting research fellow, Carnegie Mellon University 1994-1995; Lecturer, Computing Science Department, University of Aberdeen 1995-2003; Senior Lecturer, Dept of Computer Science, University College Cork, 2003-2014; Professor, Dept of Computer Science, University College Cork, 2014 - now. Deputy Director UCC AI Futures. Insight Centre for Data Analytics: PI, Deputy Director of Insight@UCC, 2013- now. CTVR, the telecommunications research centre: UCC PI and member of national executive committee, 2006-2013. Enable: smart cities and communities, UCC PI and member of national executive committee, 2018-2023.
Research Interests
Artificial Intelligence, decision support, human-centric computing, constraint programming, optimisation, and distributed reasoning. Applications in wireless networking, sensor networking, and dynamic resource management.
Teaching Activities
Algorithms and Data Structures I, to 2nd year Computer Science Students. Examples using Python. Algorithms and Data Structures II, to 2nd year Computer Science Students. Examples using Python. Constraint programming and Optimisation, as a final year option. Covers fundamentals of constraint satisfaction, constraint modeling, underlying algorithms, and alternative techniques. pPactical exercises in Choco.
UCC Futures (primary)
- Artificial Intelligence and Data Analytics
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 8 Decent Work and Economic Growth
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 11 Sustainable Cities and Communities
Fingerprint
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Collaborations and top research areas from the last five years
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Forecasting workload in cloud computing: towards uncertainty-aware predictions and transfer learning
Rossi, A., Visentin, A., Carraro, D., Prestwich, S. & Brown, K. N., Aug 2025, In: Cluster Computing. 28, 4, 258.Research output: Contribution to journal › Article › peer-review
Open Access -
Generative Reward Machine for Reinforcement Learning for Physical Internet Distribution Centre
Rezaei, S. & N. Brown, K., 2025, Machine Learning, Optimization, and Data Science - 10th International Conference, LOD 2024, Revised Selected Papers. Nicosia, G., Ojha, V., Giesselbach, S., Pardalos, M. P. & Umeton, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 317-332 16 p. (Lecture Notes in Computer Science; vol. 15508 LNCS).Research output: Chapter in Book/Report/Conference proceedings › Conference proceeding › peer-review
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Personalised Code and Error Predictions in Programming Education via Large Language Models
Shaka, M., Carraro, D. & N. Brown, K., 2025, International Conference on Artificial Intelligence in Education. p. 409-423 15 p.Research output: Chapter in Book/Report/Conference proceedings › Conference proceeding › peer-review
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Quantifying Uncertainty in Complex Reinforcement Learning Scenarios
Rezaei, S. & Brown, K. N., 2025, European Conference on Multi-Agent Systems. p. 77-90 14 p. (Lecture Notes in Computer Science ((LNAI,volume 15685))).Research output: Chapter in Book/Report/Conference proceedings › Conference proceeding › peer-review
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Temporal sequence of muscle activation in the glute bridge exercise
Scheurer, S., Tedesco, S., O'Flynn, B. & Brown, K., 2025, In: Gait Posture. 121, p. 220-221 2 p.Research output: Contribution to journal › Article › peer-review
Activities
- 1 Organising a conference, workshop, ...
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WAITS 2012
Brown, K. (Participant), O'Sullivan, B. (Participant) & Sreenan, C. (Participant)
Aug 2012Activity: Participating in or organising an event › Organising a conference, workshop, ...