Publications | The School of Natural and Computing Sciences

Mobile Phone Sensor-based Nigerian Driving Dataset to Detect Alcohol-influenced Behaviours

2025 - Accepted/In press

Thompson, I. P., Yi, D., Reiter, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Open Access: http://aura.abdn.ac.uk/bitstreams/60e373a7-17ba-43a9-8063-80e438c79f1e/download

Fish Detection and Size Estimation Using Curved Ellipse Modeling and Voting-Based Matching

2025 - Accepted/In press

Moorhead, C., Hua, Y., Yi, D., Li, Y., Fernandes, P. G.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

NERO: Explainable Out-of-Distribution Detection with Neuron-level Relevance in Gastrointestinal Imaging

2025 - Accepted/In press

Chhetri, A., Korhonen, J., Gyawali, P. K., Bhattarai, B.

Contributions to Conferences: Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2506.15404
Open Access: http://aura.abdn.ac.uk/bitstreams/14793565-22c1-4fc8-9929-c1aefbc54efa/download
Additional Links: Conference home page

OmniNet: An Expandable Causal Inference Network for Multiple Modalities

2025

Zhou, Y., Leontidis, G., Zhong, M.

Neural Computing and Applications, vol. 37, no. 19, pp. 13749–13763

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s00521-025-11202-9
Open Access: http://aura.abdn.ac.uk/bitstreams/ad331667-0007-4431-84ba-d2958e145871/download

Multisource Domain Adaptation for Nonintrusive Load Monitoring Through Data Distillation

2025

Luan, W., Zhang, R., Liu, B., Zhong, M., Li, K.

IEEE Transactions on Instrumentation and Measurement, vol. 74, 2521611

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TIM.2025.3551567
Additional Links: View publication in Scopus

Managing class imbalance in the training of a large language model to predict patient selection for total knee arthroplasty: Results from the Artificial intelligence to Revolutionise the patient Care pathway in Hip and knEe aRthroplastY (ARCHERY) project

2025

Farrow, L., Anderson, L., Zhong, M.

Knee, vol. 54, pp. 1-8

Contributions to Journals: Articles

Online: https://www.sciencedirect.com/science/article/pii/S0968016025000213
Digital Object Identifier: https://doi.org/10.1016/j.knee.2025.02.007
Open Access: http://aura.abdn.ac.uk/bitstreams/c82322ac-e840-41f8-908c-75ac44959994/download

Label-free Medical Image Quality Evaluation by Semantics-aware Contrastive Learning in IoMT

2025

Yi, D., Hua, Y., Murchie, P., Sharma, P.

IEEE journal of biomedical and health informatics, vol. 29, no. 4, pp. 2335-2344

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/JBHI.2023.3340201
Open Access: http://aura.abdn.ac.uk/bitstreams/44bef647-55d9-4576-9330-5f25b452ed91/download
Additional Links: View publication in Scopus

Stereotypical Bias Amplification, and Reversal, in an Experimental Model of Human Interaction with Generative AI

2025

Allan, K., Azcona, J., Sripada, S., Leontidis, G., Sutherland, C., Phillips, L., Martin, D.

Royal Society Open Science, 241472

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.17605/OSF.IO/7ZD3S
Open Access: http://aura.abdn.ac.uk/bitstreams/274c86d1-bc26-4d80-8ad2-fbf6e7bb93a4/download

A systematic review of natural language processing applications in Trauma & Orthopaedics

2025

Farrow, L., Raja, A., Zhong, M., Anderson, L.

Bone and Joint Open, vol. 6, no. 3, pp. 264-274

Contributions to Journals: Review articles

Digital Object Identifier: https://doi.org/10.1302/2633-1462.63.BJO-2024-0081.R1
Open Access: http://aura.abdn.ac.uk/bitstreams/47b1733e-7308-4f45-bc2a-5a38d09e92d4/download
Additional Links: View publication in Scopus

Enhanced Multi-Branch Learning for Long-Tailed Image Recognition

2025

Wang, J., Guo, Z., Yi, D., Hua, Y., Meng, Q.

Multimedia Systems, vol. 31, 16

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s00530-024-01542-2