Professor Georgios Leontidis

About

Email Addressgeorgios.leontidis@abdn.ac.ukSchool/DepartmentProvost ORCiDTwitterLinkedinResearchGateGoogle Scholar Biography I am currently on sabbatical at UiT the Arctic University of Norway but I maintain my affiliation with UoA. I am a Chair in Machine Learning (at the point of promotion, aged 35, I was within the ~0.4% of the UK's youngest full professors) and a former member of the Scottish AI Alliance Leadership Member. I have a strong interest in both theoretical aspects of Machine/Deep Learning, e.g. capsule networks, domain adaptation, self-supervised learning etc., as well as applications, e.g. data imputation in environmental data of COSMOS-UK network (PI in NERC/EPSRC project ENTRAIN - NE/S016236/1, NE/S016244/1), homomorphic encryption with deep learning for enabling data shar

Selected publications

• Enhancing Strawberry Yield Forecasting with Backcasted IoT Sensor Data and Machine Learning 2026 - Accepted/In pressAyall, T. A., Li, A., Beddows, M. A., Markovic, M., Leontidis, G. IEEE Transactions on AgriFood ElectronicsContributions to Journals: Articles
• Bottom-up emissions and energy assessment for decommissioning offshore platform structures in the North Sea: Brent and Tern case studies 2026 - PublishedJalili, S., Leontidis, G., Stone, M., Neilson, R. Environmental impact assessment review, vol. 119, 108398Contributions to Journals: Articles[ONLINE] DOI: https://doi.org/10.1016/j.eiar.2026.108398[OPEN ACCESS] https://aura.abdn.ac.uk/bitstreams/dc144560-0a83-4927-a7ce-572220306c8b/download[ONLINE] View publication in Scopus
• [ONLINE] DOI: https://doi.org/10.1016/j.eiar.2026.108398
• [OPEN ACCESS] https://aura.abdn.ac.uk/bitstreams/dc144560-0a83-4927-a7ce-572220306c8b/download
• [ONLINE] View publication in Scopus
• VisionTreeS: A Hybrid Tree-Based Visual Masked Autoencoder Approach for Strawberry Yield Forecasting From Low-Resolution Data 2026 - PublishedBeddows, M. A., Durrant, A., Leontidis, G. IEEE Transactions on AgriFood Electronics, vol. 4, no. 1, pp. 128-136Contributions to Journals: Articles[ONLINE] DOI: https://doi.org/10.1109/TAFE.2025.3613081[OPEN ACCESS] https://aura.abdn.ac.uk/bitstreams/2041b43f-3e47-429b-b7f2-546652c6f55c/download
• [ONLINE] DOI: https://doi.org/10.1109/TAFE.2025.3613081
• [OPEN ACCESS] https://aura.abdn.ac.uk/bitstreams/2041b43f-3e47-429b-b7f2-546652c6f55c/download
• Personalised Multi-Task Federated Learning for Diabetic Retinopathy Medical Image Classification 2026 - E-pub ahead of printLi, Y., Sharma, P., Leontidis, G., Yi, D. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings[ONLINE] DOI: https://doi.org/10.1007/978-981-95-2680-2_20[OPEN ACCESS] https://aura.abdn.ac.uk/bitstreams/00ea8995-60d4-4777-810d-f805dd2cb002/download
• [ONLINE] DOI: https://doi.org/10.1007/978-981-95-2680-2_20