Research output per year
Research output per year
Personal profile
Biography
Steve Prestwich has lectured in the Computer Science department since1997 and is a member of the Cork Constraint Computation Centre. From1996-7 he was a Senior Software Research Engineer at the AdvancedTechnology Centre, Nortel PLC, Harlow Laboratories, England. From198996 he was a Researcher at the European Computer-Industry ResearchCentre (ECRC), Munich, Germany. From 19854-8 he took an MSc and PhDin Computer Science at the University of Manchester, UK. From 1981-04he was a Software Engineer at Ferranti Computer Systems PLC,Manchester, UK. From 1979-81 he took a BA (Hons) Mathematics atSt. Peter's College, University of Oxford, UK.
Research Interests
Steve works on Constraint Programming, Boolean Satisfiability (SAT),Artificial Intelligence, reasoning under uncertainty, evolutionarysearch, local search, hybrid search, problem modeling, and symmetry.
Teaching Activities
I have taught and developed courses on artificial intelligence, optimization, programming (C, Java, Pascal), databases, multimedia, and web technologies.
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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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A Fully Bayesian Approach to Bilevel Problems
Dogan, V., Prestwich, S. & O’Sullivan, B., 2025, Algorithmic Decision Theory - 8th International Conference, ADT 2024, Proceedings. Freeman, R. & Mattei, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 144-159 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15248 LNAI).Research output: Chapter in Book/Report/Conference proceedings › Conference proceeding › peer-review
Open Access -
A Graph Neural Network-Based Role Classification in Criminal Networks
Dogan, V., Prestwich, S. & O’Sullivan, B., 2025, International Conference on Computational Science and Computational Intelligence. p. 142-157 16 p. (Communications in Computer and Information Science ((CCIS,volume 2510))).Research output: Chapter in Book/Report/Conference proceedings › Conference proceeding › peer-review
Open Access -
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 -
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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Study Data from University College Cork Update Knowledge of Algorithms (Multi-Objective BiLevel Optimization by Bayesian Optimization)
12/04/24
1 item of Media coverage
Press/Media