Publications

Personalised Multi-Task Federated Learning for Diabetic Retinopathy Medical Image Classification

Li, Y., Sharma, P., Leontidis, G., Yi, D.

Contributions to Journals: Conference Articles

Embedding AI-Enabled Data Infrastructures for Sustainability in Agri-Food: Soft-Fruit and Brewery Use Case Perspectives

Markovic, M., Li, A. H., Ayall, T. A., Watson, N. J., Bowler, A. L., Woods, M., Edwards, P., Ramsey, R., Beddows, M. A., Kuhnert, M., Leontidis, G.

Sensors, vol. 24, no. 2024, 7327

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.3390/s24227327

Open Access

http://aura.abdn.ac.uk/bitstream/2164/24638/1/sensors-24-07327.pdf

Farm Explorer: A Tool for Calculating Transparent Greenhouse Gas Emissions

Markovic, M., Germano, S., Garijo, D., Edwards, P., Li, A., Ayall, T. A., Ramsey, R., Leontidis, G.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Enhanced Multi-Branch Learning for Long-Tailed Image Recognition

Yi, D.

Multimedia Systems

Contributions to Journals: Articles

LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations

Alkhalefi, M. A. M. A. A., Leontidis, G., Zhong, M.

Transactions on Machine Learning Research, pp. 1-16

Contributions to Journals: Articles

Online

https://openreview.net/forum?id=y8qGOvUn1r

Open Access

http://aura.abdn.ac.uk/bitstream/2164/24407/1/3016_LeOCLR_Leveraging_Origina.pdf

Emo-LSTM: An Emotion Recognition Model of ECG Data Based on Long Short-Term Memory

Tian, Z., Liu, H., Mi, D., Yi, D., Li, Q.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier

https://doi.org/10.1007/978-981-97-7139-4_77

Additional Links

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Extraction of Forearm Near-Infrared Vascular Skeleton Based on Zhang-Suen Refinement Algorithm

Ji, Q., Liu, H., Tian, Z., Wang, S., Li, Q., Yi, D.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier

https://doi.org/10.1007/978-981-97-7139-4_64

Additional Links

View publication in Scopus

Real-time Semantic Segmentation of Solar Photovoltaic Arrays for Autonomous UAV Flights

Li, N., Chen, H., Sun, Z., Gao, J., Yi, D., Liu, C., Su, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier

https://doi.org/10.23919/CCC63176.2024.10662016

Additional Links

View publication in Scopus

Gated Transformer Representing Region Importance for Image Quality Assessment

You, J., Lin, Y., Korhonen, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier

https://doi.org/10.1109/IJCNN60899.2024.10650165

Additional Links

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Evolutionary Multi/Many-Objective Optimisation via Bilevel Decomposition

Jiang, S., Guo, J., Wang, Y., Yang, S.

IEEE/CAA Journal of Automatica Sinica, vol. 11, no. 9, pp. 1973-1986

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1109/JAS.2024.124515

Additional Links

View publication in Scopus