Personal profile
Biography
Dr Andrea Visentin is an Assistant Professor and the PhD Programme Director at the School of Computer Science & IT at University College Cork (Ireland). He holds a BSc and an MSc in Computer Engineering from the University of Padua (Italy) and completed a PhD at the Insight Centre for Data Analytics (UCC).
His research focuses on optimization, artificial intelligence, and their combination. In optimization, the main emphasis is on stochastic inventory control and lot sizing. In AI, his work includes applications in boolean satisfiability, time series forecasting, infrastructure health prediction, medical biophotonics, and supply chain optimization. He is a Funded Investigator at the SFI Insight Centre for Data Analytics, a Principal Investigator for the DATAMITE Horizon Europe project, and part of the SFI Centre for Research Training in AI, the Tyndall National Institute and the TAILOR research network.
Research Interests
Teaching Activities
UCC Futures (primary)
- Artificial Intelligence and Data Analytics
PhD Supervision
- Available for PhD supervision
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 4 Quality Education
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Collaborations and top research areas from the last five years
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Improving explanations: Applying the feature understandability scale for cost-sensitive feature selection
Rossberg, N., Kleinberg, B., O'Sullivan, B., Longo, L. & Visentin, A., 3 Jul 2026, p. 1-24. 24 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile -
A Review of Electricity Price Forecasting Models in the Day-Ahead, Intra-Day, and Balancing Markets
O’Connor, C., Bahloul, M., Prestwich, S. & Visentin, A., Jun 2025, In: Energies. 18, 12, 3097.Research output: Contribution to journal › Review article › peer-review
Open Access -
A Tool for Fairness Assessment and Red-Lining Detection in AI Systems
Bikoulis, D., Kyziropoulos, P. E., Vyhmeister, E., Castane, G. G. & Visentin, A., 2025, Proceedings - 2025 IEEE International Conference on Smart Computing, SMARTCOMP 2025. Institute of Electrical and Electronics Engineers Inc., p. 522-527 6 p. (Proceedings - 2025 IEEE International Conference on Smart Computing, SMARTCOMP 2025).Research output: Chapter in Book/Report/Conference proceedings › Conference proceeding › peer-review
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Conformal Prediction for electricity price forecasting in the day-ahead and real-time balancing market
O'Connor, C., Bahloul, M., Rossi, R., Prestwich, S. & Visentin, A., Sep 2025, In: Energy and AI. 21, 100571.Research output: Contribution to journal › Article › peer-review
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Conformal Prediction Techniques for Electricity Price Forecasting
O’Connor, C., Prestwich, S. & Visentin, A., 2025, International Workshop on Advanced Analytics and Learning on Temporal Data. p. 1-17 17 p. (Lecture Notes in Computer Science ((LNAI,volume 15433))).Research output: Chapter in Book/Report/Conference proceedings › Conference proceeding › peer-review
Press/Media
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New Findings from University College Cork in the Area of Engineering Published (AI-Based Task Classification With Pressure Insoles for Occupational Safety)
Visentin, A., O'Flynn, B. & Menolotto, M.
27/02/24
1 item of Media coverage
Press/Media
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Minister Harris and Commissioner McGuinness announce €65 million for 26 teams under National Challenge Fund
13/02/23
1 item of Media coverage
Press/Media