Publications

Recent publications by members of the research group. To see a full list of publications for any individual, view their research profile.

• Guo, Z, Li, W, Qian, Y, Arandelovic, O & Fang, L 2024, 'A white-box false positive adversarial attack method on contrastive loss based offline handwritten signature verification models', Paper presented at 27th International Conference on Artificial Intelligence and Statistics, Valencia, Spain, 2/05/24 - 4/05/24. https://doi.org/10.48550/arXiv.2308.08925
• Hassan, M, Kelsey, T & Rahman, F 2024, 'Adversarial AI applied to cross-user inter-domain and intra-domain adaptation in human activity recognition using wireless signals', PLoS ONE, vol. 19, no. 4. https://doi.org/10.1371/journal.pone.0298888
• Lei, Y, He, S, Khamis, M & Ye, J 2024, 'An end-to-end review of gaze estimation and its interactive applications on handheld mobile devices', ACM Computing Surveys, vol. 56, no. 2, 34. https://doi.org/10.1145/3606947
• Guo, Z, Dong, J, Qian, Y, Wang, K, Li, W, Guo, Z, Wang, Y, Li, Y, Arandjelović, O & Fang, L 2024 'Artwork protection against neural style transfer using locally adaptive adversarial color attack' arXiv. <http://arxiv.org/abs/2401.09673>
• Mohammadi, M, Fell, C, Morrison, D, Syed, S, Konanahalli, P, Bell, S, Bryson, G, Arandjelović, O, Harrison, DJ & Harris-Birtill, D 2024, 'Automated reporting of cervical biopsies using artificial intelligence', PLOS Digital Health, vol. 3, no. 4, e0000381. https://doi.org/10.1371/journal.pdig.0000381
• Bach, B, Keck, M, Rajabiyazdi, F, Losev, T, Meirelles, I, Dykes, J, Laramee, RS, AlKadi, M, Stoiber, C, Huron, S, Perin, C, Morais, L, Aigner, W, Kosminsky, D, Boucher, M, Knudsen, S, Manataki, A, Aerts, J, Hinrichs, U, Roberts, JC & Carpendale, S 2024, 'Challenges and opportunities in data visualization education: A call to action', IEEE Transactions on Visualization and Computer Graphics, vol. 30, no. 1, pp. 649-660. https://doi.org/10.1109/TVCG.2023.3327378
• Guo, Z, Arandjelović, O, Reid, D, Lei, Y & Büttner, J 2024, 'Correction to: A Siamese Transformer Network for Zero-Shot Ancient Coin Classification (Journal of Imaging, (2023), 9, 6, (107), 10.3390/jimaging9060107)', Journal of Imaging, vol. 10, no. 3, 57. https://doi.org/10.3390/jimaging10030057
• Haywood, GT & Bhatti, S 2024, 'Defence against side-channel attacks for encrypted network communication using multiple paths', Cryptography, vol. 8, no. 2, 22. https://doi.org/10.3390/cryptography8020022
• Arandelovic, O 2024, 'Disease: an ill‐founded concept at odds with the principle of patient‐centred medicine', Journal of Evaluation in Clinical Practice, vol. 30, no. 5, pp. 817-830. https://doi.org/10.1111/jep.13973
• Palmer, J, Manataki, A, Moss, L, Neilson, A & Lo, T-YM 2024, 'Feasibility of forecasting future critical care bed availability using bed management data', BMJ Health & Care Informatics, vol. 31, no. 1, e101096. https://doi.org/10.1136/bmjhci-2024-101096
• Howie, J & Konovalov, O 2024, Generalised triangle groups of type (2,3,2) with no cyclic essential representations. in Festschrift in honour of Gerhard Rosenberger's 80th birthday. de Gruyter, Berlin.
• Rohani, N, Sowa, S & Manataki, A 2024, 'Identifying Learning Preferences and Strategies in Health Data Science Courses: Systematic Review', JMIR Medical Education, vol. 10. https://doi.org/10.2196/50667, https://doi.org/10.2196/50667
• Myles, C, Um, IH, Harrison, DJ & Harris-Birtill, DCC 2024, Leveraging foundation models for enhanced detection of colorectal cancer biomarkers in small datasets. in MH Yap, C Kendrick, A Behera, T Cootes & R Zwiggelaar (eds), Medical image understanding and analysis: 28th annual conference, MIUA 2024, Manchester, UK, July 24–26, 2024, proceedings, part I. Lecture notes in computer science, vol. 14859, Springer, Cham, pp. 329-343, Medical Image Understanding and Analysis: 28th Annual Event, Manchester, United Kingdom, 24/07/24. https://doi.org/10.1007/978-3-031-66955-2_23
• Dimitriou, N, Arandelovic, O & Harrison, DJ 2024, 'Magnifying networks for histopathological images with billions of pixels', Diagnostics, vol. 14, no. 5, 524. https://doi.org/10.3390/diagnostics14050524
• Rohani, N, Gal, K, Gallagher, M & Manataki, A 2024, 'Providing insights into health data science education through artificial intelligence', BMC Medical Education, vol. 24, no. 1, 564. https://doi.org/10.1186/s12909-024-05555-3