Publications | The School of Natural and Computing Sciences

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

DECML: Distributed Edge Consensus Machine Learning Framework

2025

Verdeyen, C., Shepherd, C., Markantonakis, K., Akram, R. N., Milroy, R., Abu Ghazalah, S., Sauveron, D.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/GCAIoT63427.2024.10833588
Open Access: http://aura.abdn.ac.uk/bitstreams/dc5c755e-8d53-4ea8-98a3-c2be6d6e3df6/download

Probabilistic Strategy Logic with Degrees of Observability

2025

Mu, C., Motamed, N., Alechina, N., Logan, B.

Working Papers and Discussion Papers

Online: https://arxiv.org/abs/2412.15135
Digital Object Identifier: https://doi.org/10.48550/arXiv.2412.15135

Uni-directional graph structure learning-based multivariate time series anomaly detection with dynamic prior knowledge

2025

He, S., Li, G., Wang, J., Xie, K., Sharma, P. K.

International Journal of Machine Learning and Cybernetics, vol. 16, no. 1, pp. 267-283

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s13042-024-02212-5
Additional Links: View publication in Scopus

Zero Trust Networks: Evolution and Application from Concept to Practice

2025

Ren, Y., Wang, Z., Sharma, P. K., Alqahtani, F., Tolba, A., Wang, J.

Computers, Materials and Continua, vol. 82, no. 2, pp. 1593-1613

Contributions to Journals: Review articles

Digital Object Identifier: https://doi.org/10.32604/cmc.2025.059170
Additional Links: View publication in Scopus

A dual encoder crack segmentation network with Haar wavelet-based high–low frequency attention

2024

Zhang, J., Zeng, Z., Sharma, P. K., Alfarraj, O., Tolba, A., Wang, J.

Expert Systems with Applications, vol. 256, 124950

Contributions to Journals: Articles

Online: https://github.com/zZhiG/DECS-Net
Digital Object Identifier: https://doi.org/10.1016/j.eswa.2024.124950
Additional Links: View publication in Scopus

Automated Dependency Mapping for Web API Security Testing Using Large Language Models

2024

Li, W., Guo, Y.

ACM CCS 2024, pp. 5024 - 5026

Contributions to Conferences: Posters

Digital Object Identifier: https://doi.org/10.1145/3658644

Multivariate Time Series Anomaly Detection Based on Multiple Spatiotemporal Graph Convolution

2024

He, S., Guo, Q., Li, G., Xie, K., Sharma, P. K.

IEEE Transactions on Instrumentation and Measurement, vol. 74, 3500714

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TIM.2024.3493890
Additional Links: View publication in Scopus

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

2024 - Accepted/In press

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

Contributions to Journals: Conference Articles

Open Access: http://aura.abdn.ac.uk/bitstreams/00ea8995-60d4-4777-810d-f805dd2cb002/download

Enhancing diagnosis: ensemble deep-learning model for fracture detection using X-ray images

2024

Tahir, A., Saadia, A., Khan, K., Qahmash, A., Akram, R. N.

Clinical Radiology, vol. 79, no. 11, pp. e1394-e1402

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.crad.2024.08.006
Open Access: http://aura.abdn.ac.uk/bitstreams/e4decd7d-7217-4aa0-a23d-6dab9fb603db/download
Additional Links: View publication in Scopus