Computing Science and Mathematics - Division

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

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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.

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

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Conference Paper (published)

Interpretable decision trees to predict solution fitness

Catalano GAPI, Brownlee AEI, Cairns D & Ainslie R (2025) Interpretable decision trees to predict solution fitness. In: GECCO 2025, Malaga, Spain, 14.07.2025-18.07.2025. Association for Computing Machinery (ACM). https://doi.org/10.1145/1122445.1122456

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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

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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

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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

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Article

Characterising the Electric Field Ripple in Reflector Antennas Using Sub-Sampled Exponential Analysis

Weideman R, Cuyt A & De Villiers DIL (2024) Characterising the Electric Field Ripple in Reflector Antennas Using Sub-Sampled Exponential Analysis. IEEE Transactions on Antennas and Propagation, 72 (7), pp. 5511--5519. https://doi.org/10.1109/TAP.2024.3408236

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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

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Article

Implementation of digital remote postoperative monitoring in routine practice: a qualitative study of barriers and facilitators

McLean KA, Sgrò A, Brown LR, Buijs LF, Mozolowski K, Daines L, Cresswell K, Potter MA, Bouamrane M & Harrison EM (2024) Implementation of digital remote postoperative monitoring in routine practice: a qualitative study of barriers and facilitators. BMC Medical Informatics and Decision Making, 24 (1), p. 14. https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-024-02670-5; https://doi.org/10.1186/s12911-024-02670-5

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Article

Multimorbidity and adverse outcomes following emergency department attendance: population based cohort study

Blayney MC, Reed MJ, Masterson JA, Anand A, Bouamrane MM, Fleuriot J, Luz S, Lyall MJ, Mercer S, Mills NL, Shenkin SD, Walsh TS, Wild SH, Wu H & McLachlan S (2024) Multimorbidity and adverse outcomes following emergency department attendance: population based cohort study. BMJ Medicine, 3, Art. No.: e000731. https://doi.org/10.1136/bmjmed-2023-000731

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Conference Paper (published)

A Bi-Level Approach to Vehicle Fleet Reduction: Successful Case Study in Community Healthcare

Brownlee AEI, Thomson SL & Oladapo R (2024) A Bi-Level Approach to Vehicle Fleet Reduction: Successful Case Study in Community Healthcare. In: Genetic and Evolutionary Computation Conference 2024, Melbourne, Australia, 14.07.2024-18.07.2024. GECCO '24: ACM. https://doi.org/10.1145/3638530.3664137

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Article

Reachability analysis of FMI models using data-driven dynamic sensitivity

Bogomolov S, Gomes C, Isasa C, Soudjani S, Stankaitis P & Wright T (2024) Reachability analysis of FMI models using data-driven dynamic sensitivity. SIMULATION. https://doi.org/10.1177/00375497241261409

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Conference Abstract

Reducing the Burden to Deliver Remote Postoperative Surveillance Using Machine Learning for Surgical-Site Infection (SSI)

McLean K, Sgrò A, Brown L, Buijs L, Potter M, Bouamrane MM & Harrison E (2024) Reducing the Burden to Deliver Remote Postoperative Surveillance Using Machine Learning for Surgical-Site Infection (SSI). British Journal of Surgery, 111 (Supplement_6), Art. No.: znae163.012. https://doi.org/10.1093/bjs/znae163.012

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Article

Comparing apples and oranges? Investigating the consistency of CPU and memory profiler results across multiple java versions

Watkinson M & Brownlee AEI (2024) Comparing apples and oranges? Investigating the consistency of CPU and memory profiler results across multiple java versions. Automated Software Engineering, 31, Art. No.: 28. https://doi.org/10.1007/s10515-024-00423-2

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Edited Proceedings

Multivariate Orthogonal Polynomials: new synergies with Numerical Analysis

(2024) Multivariate Orthogonal Polynomials: new synergies with Numerical Analysis. volume 20. Oberwolfach reports. Oberwolfach mini-workshop, Oberwolfach (Germany), 26.09.2023-04.03.2023. MFO. https://doi.org/10.4171/OWR/2023/43

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Article

Introduction to the Special Issue on Explainable AI in Evolutionary Computation

Bacardit J, Brownlee A, Cagnoni S, Iacca G, McCall J & Walker D (2024) Introduction to the Special Issue on Explainable AI in Evolutionary Computation. ACM Transactions on Evolutionary Learning and Optimization, 4 (1), pp. 1-2. https://doi.org/10.1145/3649144

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Article

Iceberg Detection With RADARSAT-2 Quad-Polarimetric C-Band SAR in Kongsfjorden, Svalbard—Comparison With a Ground-Based Radar

Bailey J, Akbari V, Liu T, Lauknes TR & Marino A (2024) Iceberg Detection With RADARSAT-2 Quad-Polarimetric C-Band SAR in Kongsfjorden, Svalbard—Comparison With a Ground-Based Radar. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17, pp. 5790-5803. https://doi.org/10.1109/jstars.2024.3369392

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Article

Text mining of veterinary forums for epidemiological surveillance supplementation

Munaf S, Swingler K, Brülisauer F, O’Hare A, Gunn G & Reeves A (2023) Text mining of veterinary forums for epidemiological surveillance supplementation. Social Network Analysis and Mining, 13 (1), Art. No.: 121 (2023). https://doi.org/10.1007/s13278-023-01131-7

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