Computing Science & Mathematics

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Outputs related to Computing Science & Mathematics

Showing 1 to 100 of 2426

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

Article

Multimodal machine learning to predict surgical site infection with healthcare workload impact assessment

McLean KA, Sgro A, Brown LR, Buijs LF, Mountain KE, Shaw CA, Drake TM, Pius R, Knight SR, Fairfield CJ, Skipworth RJE, Tsaftaris SA, Wigmore SJ, Potter MA & Bouamrane M (2025) Multimodal machine learning to predict surgical site infection with healthcare workload impact assessment. npj Digital Medicine, 8, Art. No.: 121. https://doi.org/10.1038/s41746-024-01419-8

Other

A Morpheme-Aware Child-Inspired Language Model

Bolucu N & Can Buglalilar B (2025) A Morpheme-Aware Child-Inspired Language Model. Proceedings of the 30th Empirical Methods in Natural Language Processing: Volume 3: The BabyLM Challenge Association for Computational Linguistics.

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

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

Conference Paper (published)

Generalizing and Unifying Gray-Box Combinatorial Optimization Operators

Chicano F, Whitley D, Ochoa G & Tinós R (2024) Generalizing and Unifying Gray-Box Combinatorial Optimization Operators. In: Affenzeller M, Winkler SM, Kononova AV, Trautmann H, Tusar T, Machado P & Back T (eds.) Parallel Problem Solving from Nature – PPSN XVIII. Lecture Notes in Computer Science, 15148. 18th International Conference on Parallel Problem Solving From Nature (PPSN 2024), Hagenberg, Austria, 14.09.2024-18.09.2024. Springer Nature Switzerland, pp. 52-67. https://doi.org/10.1007/978-3-031-70055-2_4

Book Chapter

Global Aquaculture systems

Norman R, Chivite Alcalde M, Bron J, Burke M, Crumlish M, Gheyas A, Little D, Malcorps W, Moss A, Newton R & Pounds A (2024) Global Aquaculture systems. In: Alexander P (ed.) Encyclopedia of Agriculture and Food Systems. 3 ed. Elsevier. https://shop.elsevier.com/books/encyclopedia-of-agriculture-and-food-systems/alexander/978-0-443-15976-3

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

Conference Paper (published)

An FPGA-based neuromorphic vision system accelerator

Ali T, Rainey J, Lau SY, Gheorghiu E, Maier P, Appiah K & Bhowmick D (2024) An FPGA-based neuromorphic vision system accelerator. In: Bouma H, Prabhu R, Yitzhaky Y & Kuijf HJ (eds.) volume 13206. SPIE "Artificial Intelligence for Security and Defence Applications II, Edinburgh, 16.09.2024-20.09.2024. SPIE. https://doi.org/10.1117/12.3034095

Conference Paper (published)

Combined Depth and Semantic Segmentation from Synthetic Data and a W-Net Architecture

Swingler K, Rumble T, Goutcher R, Hibbard P, Donoghue M & Harvey D (2024) Combined Depth and Semantic Segmentation from Synthetic Data and a W-Net Architecture. In: volume 1. 16th International Conference on Neural Computation Theory and Applications, Porto, Portugal, 20.11.2024-22.11.2024. SCITEPRESS - Science and Technology Publications, pp. 413-422. https://doi.org/10.5220/0012877500003837

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

Edited Proceedings

ISSAC '24: Proceedings of the 2024 International Symposium on Symbolic and Algebraic Computation

(2024) ISSAC '24: Proceedings of the 2024 International Symposium on Symbolic and Algebraic Computation. In: Hauenstein J, Lee W & Chen S (eds.) ISSAC '24: Proceedings of the 2024 International Symposium on Symbolic and Algebraic Computation. The 2024 International Symposium on Symbolic and Algebraic Computation, Raleigh NC USA, 16.07.2024-19.07.2024. Association for Computing Machinery. https://dl.acm.org/doi/proceedings/10.1145/3666000

Conference Paper (published)

Large Language Models as All-in-one Operators for Genetic Improvement

Saemundsdottir GB & Haraldsson SO (2024) Large Language Models as All-in-one Operators for Genetic Improvement. In: volume 33. GECCO '24 Companion: Genetic and Evolutionary Computation Conference Companion, Melbourne VIC Australia, 14.07.2024-18.07.2024. ACM, pp. 727-730. https://doi.org/10.1145/3638530.3654408

Conference Paper (published)

Uncertainty-Informed Model Selection Method for Nonlinear System Identification and Interpretable Machine Learning

Gu Y & Wei H (2024) Uncertainty-Informed Model Selection Method for Nonlinear System Identification and Interpretable Machine Learning. In: Proceedings of 2024 32nd Mediterranean Conference on Control and Automation (MED). 2024 32nd Mediterranean Conference on Control and Automation (MED), Chania - Crete, Greece, 11.06.2024-14.06.2024. IEEE, pp. 909-914. https://doi.org/10.1109/med61351.2024.10566184

Article

High intensity interval training as a novel treatment for impaired awareness of hypoglycaemia in people with type 1 diabetes (HIT4HYPOS): a randomised parallel-group study

Farrell CM, McNeilly AD, Hapca S, Fournier PA, Jones TW, Facchinetti A, Cappon G, West DJ & McCrimmon RJ (2024) High intensity interval training as a novel treatment for impaired awareness of hypoglycaemia in people with type 1 diabetes (HIT4HYPOS): a randomised parallel-group study. Diabetologia, 67, pp. 392-402. https://doi.org/10.1007/s00125-023-06051-x

Edited Book

Aquatic Food Security

Crumllish M & Norman R (eds.) Aquatic Food Security. 5M books. https://5mbooks.com/product/aquatic-food-security

Book Chapter

Horizon Scanning For Aquatic Food Security

Norman R & Crumlish M Horizon Scanning For Aquatic Food Security. In: Crumlish M & Norman R (eds.) Aquatic Food Security. 5m books, p. Essex. https://5mbooks.com/product/aquatic-food-security

Book Chapter

Introduction To Global Aquatic Food Security

Norman R & Crumlish M Introduction To Global Aquatic Food Security. In: Crumlish M & Norman R (eds.) Aquatic Food Security. 1 ed. Essex: 5M publishing. https://5mbooks.com/product/aquatic-food-security

Conference Paper (published)

Explaining A Staff Rostering Problem By Mining Trajectory Variance Structures

Fyvie M, McCall JAW, Christie LA, Zavoianu A, Brownlee AEI & Ainslie R (2023) Explaining A Staff Rostering Problem By Mining Trajectory Variance Structures. In: TBC. Lecture Notes in Artificial Intelligence. AI-2023 Forty-third SGAI International Conference on Artificial Intelligence, Cambridge, 12.12.2023-14.12.2023. Cham, Switzerland: Springer.

Conference Paper (published)

Unexplained Fluctuations in Particle Swarm Optimisation Performance with Increasing Problem Dimensionality

Graham K, Thomson S & Brownlee A (2023) Unexplained Fluctuations in Particle Swarm Optimisation Performance with Increasing Problem Dimensionality. In: GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation. The Genetic and Evolutionary Computation Conference (GECCO) 2023, Lisbon, 15.07.2023-19.07.2023. New York: ACM, pp. 67-68.

Conference Paper (published)

Sparse Linear Array Synthesis Using Exponential Analysis

Sengupta R, Cuyt A, Prinsloo DS, Nyström L & Smolders AB (2023) Sparse Linear Array Synthesis Using Exponential Analysis. In: 2023 IEEE Conference on Antenna Measurements and Applications (CAMA). CAMA, Genoa (Italy), 15.11.2023-17.11.2023, pp. 866-871. https://doi.org/10.1109/CAMA57522.2023.10352694

Conference Paper (published)

Authorship Attribution of Late 19th Century Novels using GAN-BERT

Silva K, Can Bulglalilar B, Blain F, Sarwar R, Ugolini L & Mitkov R (2023) Authorship Attribution of Late 19th Century Novels using GAN-BERT. In: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop), Toronto, Canada, 09.07.2023-14.07.2023. Association for Computational Linguistics, pp. 310-320. https://doi.org/10.18653/v1/2023.acl-srw.44

Conference Paper (published)

Antenna Position Estimation Results from In-Situ Measurement Data

Raal R, Weideman R, de Villiers D, Cuyt A & Wijnholds SJ (2023) Antenna Position Estimation Results from In-Situ Measurement Data. In: 2023 International Conference on Electromagnetics in Advanced Applications (ICEAA). ICEAA, Venice (Italy), 09.10.2023-13.10.2023. https://doi.org/10.1109/ICEAA57318.2023.10297881

Conference Paper (published)

Deep Learning-Based Receiver Design for IoT Multi-User Uplink 5G-NR System

Gupta A, Bishnu A, Ratnarajah T, Adeel A, Hussain A & Sellathurai M (2023) Deep Learning-Based Receiver Design for IoT Multi-User Uplink 5G-NR System. In: GLOBECOM 2023 - 2023 IEEE Global Communications Conference, Kuala Lumpur, Malaysia, 04.12.2023-08.12.2023. IEEE, pp. 4110-4115. https://doi.org/10.1109/globecom54140.2023.10437776

Conference Paper (published)

MTLSegFormer: Multi-Task Learning With Transformers for Semantic Segmentation in Precision Agriculture

Goncalves DN, Junior JM, Zamboni P, Pistori H, Li J, Nogueira K & Goncalves W (2023) MTLSegFormer: Multi-Task Learning With Transformers for Semantic Segmentation in Precision Agriculture. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, BC, Canada, 18.06.2023-22.06.2023. Piscataway, NJ, USA: IEEE, pp. 6290-6298. https://doi.org/10.1109/CVPRW59228.2023.00669

Book Chapter

Graph Pseudometrics from a Topological Point of View

Garcia-Pulido AL, Hess K, Tan J, Turner K, Wang B & Yerolemou N (2023) Graph Pseudometrics from a Topological Point of View. In: Gasparovic E, Robins V & Turner K (eds.) Research in Computational Topology 2. Association for Women in Mathematics Series. Springer International Publishing, pp. 99-128. https://doi.org/10.1007/978-3-030-95519-9_5