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Data Science and Intelligent Systems

People

Dr Jason Adair

Dr Jason Adair

Lecturer in Data Science, Computing Science

Dr Vahid Akbari

Dr Vahid Akbari

Lect in Artificial Intelligence/Data Sci, Computing Science and Mathematics - Division

Dr Hazrat Ali

Dr Hazrat Ali

Lecturer in A.I/Data Science, Computing Science

Professor Matt-Mouley Bouamrane

Professor Matt-Mouley Bouamrane

Professor in Health/Social Informatics, Computing Science

Dr Sandy Brownlee

Dr Sandy Brownlee

Senior Lecturer in Computing Science, Computing Science and Mathematics - Division

Mr Sandy Carmichael

Mr Sandy Carmichael

Tutor, Computing Science

Dr Marty Chamberlain

Dr Marty Chamberlain

Lecturer in Criminology, Sociology, Social Policy & Criminology

Dr Gerry Edgar

Dr Gerry Edgar

Senior Lecturer, Management, Work and Organisation

Professor Bruce Graham

Professor Bruce Graham

Emeritus Professor, Computing Science

Dr Simona Hapca

Dr Simona Hapca

Lecturer, Computing Science

Dr Saemundur Haraldsson

Dr Saemundur Haraldsson

Lecturer, Computing Science

Dr Anna Kirpichnikova

Dr Anna Kirpichnikova

Lecturer, Mathematics

Dr Savi Maharaj

Dr Savi Maharaj

Senior Lecturer, Computing Science

Dr Patrick Maier

Dr Patrick Maier

Lecturer, Computing Science

Dr Ashley McClenaghan

Dr Ashley McClenaghan

Lecturer in Software Engineering, Computing Science and Mathematics - Division

Dr Paul McMenemy

Dr Paul McMenemy

Lect in Pure Math/Mathematical Mod, Mathematics

Dr Keiller Nogueira

Dr Keiller Nogueira

Lecturer, Computing Science

Professor Gabriela Ochoa

Professor Gabriela Ochoa

Professor, Computing Science

Dr Simon Powers

Dr Simon Powers

Lecturer in Trustworthy Computer Systems, Computing Science

Professor Alasdair Rutherford

Professor Alasdair Rutherford

Professor, Sociology, Social Policy & Criminology

Outputs

Book Chapter

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)

Catalano GAPI, Brownlee A, Cairns D, McCall J, Fyvie M & Ainslie R (2024) Explaining a Staff Rostering Problem using Partial Solutions. In: TBC. Lecture Notes in Artificial Intelligence. AI-2024 Forty-fourth SGAI International Conference on Artificial Intelligence, Cambridge, 17.12.2024-19.12.2024. Cham, Switzerland: Springer.


Article

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


Conference Paper (published)

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)

Sobania D, Geiger A, Callan J, Brownlee A, Hanna C, Moussa R, Zamorano López M, Petke J & Sarro F (2023) Evaluating Explanations for Software Patches Generated by Large Language Models. In: Symposium on Search-Based Software Engineering- Challenge Track, San Francisco, CA, USA, 08.12.2023-08.12.2023.


Book Chapter

Kashyap G, Siddiqui A, Siddiqui R, Malik K, Wazir S & Brownlee A Prediction of Suicidal Risk using Machine Learning Models. In: Research Advances in Intelligent Computing (Volume 2). CRC Press / Yalor and Francis.


Article

McLean KA, Knight SR, Diehl TM, Varghese C, Ng N, Potter MA, Zafar SN, Bouamrane M & Harrison EM (2023) Readiness for implementation of novel digital health interventions for postoperative monitoring: a systematic review and clinical innovation network analysis. The Lancet Digital Health, 5 (5), pp. e295-e315. https://www.thelancet.com/journals/landig/article/PIIS2589-7500(23)00026-2/fulltext#articleInformation; https://doi.org/10.1016/s2589-7500%2823%2900026-2


Conference Paper (published)

Chowdhury IR & Bhowmik D (2022) Capturing Malware Behaviour with Ontology-based Knowledge Graphs. In: 2022 IEEE Conference on Dependable and Secure Computing (DSC). IEEE Conference on Dependable and Secure Computing (IEEE DSC 2022), Edinburgh, 22.06.2022-24.06.2022. Piscataway, NJ, USA: IEEE. https://doi.org/10.1109/DSC54232.2022.9888860


Projects

AirOpt - optimisation of airspace to save 2MT CO2 a year
PI: Dr Sandy Brownlee
Funded by: Innovate UK

Innovation Voucher: Huli Route Matching
PI: Dr Sandy Brownlee
Funded by: Scottish Funding Council

Innovation Voucher: Mindstream connect
PI: Dr Sandy Brownlee
Funded by: Scottish Funding Council

INtelligent FOod Recognition and Monitoring for patient wellbeing
PI:
Funded by: Falcon Foodservice Equipment

Know Your Numbers Business and Personal Wealth Planner
PI: Dr Sandy Brownlee
Funded by: Scottish Funding Council

Airspace Optimisation Tool
PI: Dr Sandy Brownlee
Funded by: Scottish Funding Council

Food recognition with computer vision
PI:
Funded by: Falcon Foodservice Equipment

Use of sensors to improve pig productivity
PI: Professor Rachel Norman
Funded by: Engineering and Physical Sciences Research Council

Targeted Advertising with Computer Vision (TACV)
PI:
Funded by: Scottish Funding Council

TRANSIT: Towards a Robust Airport Decision Support System for Intelligent Taxiing
PI: Dr Sandy Brownlee
Funded by: Engineering and Physical Sciences Research Council

Crowd-sourcing the aural identities of places by evolutionary optimisation
PI: Dr Sandy Brownlee
Funded by: Scottish Crucible