Article
An alternative variable projection formulation for small-size separable models
Conti C, Cuyt A & Lee W (2026) An alternative variable projection formulation for small-size separable models. Numerical Algorithms. https://link.springer.com/article/10.1007/s11075-025-02307-2; https://doi.org/10.1007/s11075-025-02307-2
Review
Event-Based Vision at the Edge: A Review
Middleton M, Ali T, Baikas E, Kayan H, Sen Bhattacharya B, Gheorghiu E, Vousden M, Pereira C, Rhodes O & Trefzer M (2026) Event-Based Vision at the Edge: A Review. Brain Sciences, 16 (4), Art. No.: 442. https://doi.org/10.3390/brainsci16040422
Book Chapter
From Sparse Interpolation to Signal Processing: New Synergies (Dagstuhl Seminar 25281)
Cuyt A, de Villiers D, Lee W, Matos A, Plonka-Hoch G & Sengupta R (2026) From Sparse Interpolation to Signal Processing: New Synergies (Dagstuhl Seminar 25281). In: pp. 1-21. https://doi.org/10.4230/DagRep.15.7.1
Article
Surrogate-assisted evolutionary multi-objective optimisation of office building glazing
Brownlee AEI & Vanmosuinck ERO (2025) Surrogate-assisted evolutionary multi-objective optimisation of office building glazing. Industrial Artificial Intelligence, 3 (1), Art. No.: 4. https://doi.org/10.1007/s44244-025-00025-1
Conference Paper (published)
Single layer tiny Co4 outpaces {GPT}-2 and {GPT}-{BERT}
Zain NU, Naseem MR & Adeel A (2025) Single layer tiny Co4 outpaces {GPT}-2 and {GPT}-{BERT}. In: Charpentier L, Choshen L, Cotterell R, Gul MO, Hu MY, Liu J, Jumelet J, Linzen T, Mueller A, Ross C, Shah RS, Warstadt A, Wilcox EG & Williams A (eds.) Proceedings of the First BabyLM Workshop, volume Proceedings of the First BabyLM Workshop. Empirical Methods in Natural Language Processing, Hybrid, 04.11.2025. Association for Computational Linguistics, pp. 313-322. https://doi.org/10.18653/v1/2025.babylm-main.24
Conference Paper (published)
LLM-Guided Genetic Improvement: Envisioning Semantic Aware Automated Software Evolution
Even-Mendoza K, Brownlee A, Geiger A, Hanna C, Petke J, Sarro F & Sobania D (2025) LLM-Guided Genetic Improvement: Envisioning Semantic Aware Automated Software Evolution. In: IEEE/ACM International Conference on Automated Software engineering, Seoul, 16.11.2025-20.11.2025.
Conference Paper (published)
Distribution Modeling and GenAI-Assisted Projection for SAR Incremental Learning
Huang H, Gao F & Akbari V (2025) Distribution Modeling and GenAI-Assisted Projection for SAR Incremental Learning. In: BMVC 2025, Sheffield, 23.11.2025-27.11.2025. https://bmva-archive.org.uk/bmvc/2025/assets/workshops/MVEO/Paper_6/paper.pdf
Article
Optimization of the rectangle area inside a concave polygon using PSO and Tabu Search
Kashyap G, Malik K, Wazir S & Brownlee A (2025) Optimization of the rectangle area inside a concave polygon using PSO and Tabu Search. Soft Computing. https://doi.org/10.1007/s00500-025-10568-1
Conference Paper (published)
Interpretable decision trees to predict solution fitness
Catalano GAPI, Brownlee AEI, Cairns D, Ainslie R & McCall JAW (2025) Interpretable decision trees to predict solution fitness. In: GECCO 2025, Malaga, Spain, 14.07.2025-18.07.2025. Association for Computing Machinery (ACM), pp. 1099-1107. https://doi.org/10.1145/3712256.3726387
Article
Large Language Model Based Mutations in Genetic Improvement
Brownlee AEI, Callan J, Even-Mendoza K, Geiger A, Hanna C, Petke J, Sarro F & Sobania D (2025) Large Language Model Based Mutations in Genetic Improvement. Automated Software Engineering, 32 (15). https://doi.org/10.1007/s10515-024-00473-6
Article
Multiscale matrix pencils for separable reconstruction problems
Cuyt A & Lee W (2024) Multiscale matrix pencils for separable reconstruction problems. Numerical Algorithms, 95, pp. 31-72. https://doi.org/10.1007/s11075-023-01564-3
Book Chapter
Patient-Centred, Technology-Based Interventions for High Treatment Burden: An Overview of the State of the Art
Meiklem R, Bouamrane M, Kingsmore D, Stevenson K, Dunlop M & Thomson P (2024) Patient-Centred, Technology-Based Interventions for High Treatment Burden: An Overview of the State of the Art. In: Bichel-Findlay J, Otero P, Scott P & Huesing E (eds.) MEDINFO 2023 — The Future Is Accessible. Vol 310 ed. Studies in Health Technology and Informatics, Volume 310: MEDINFO 2023 — The Future Is Accessible. Proceedings of the 19th World Congress on Medical and Health Informatics: IOS Press, pp. 529 - 533. https://doi.org/10.3233/shti231021
Book Chapter
Decision Support in Cardiac Surgery: Early Exploration of Requirements with Cardiac Anesthetists and Surgeons
Lapp L, Bouamrane M, Roper M, Kavanagh K & Schraag S (2024) Decision Support in Cardiac Surgery: Early Exploration of Requirements with Cardiac Anesthetists and Surgeons. In: Digital Health and Informatics Innovations for Sustainable Health Care Systems. Studies in Health Technology and Informatics, Volume 316. IOS Press, pp. 1827 - 1831. https://doi.org/10.3233/shti240786