Publications | The School of Natural and Computing Sciences

Robust distance measurement using illumination map estimation and MAHNet in underground coal mines

2024

Zhang, J., Li, J., Liu, H., Wang, H., Yi, D., Liu, X., Li, Q.

Measurement Science and Technology, vol. 35, no. 8, 086013

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1088/1361-6501/ad25e0

Object-Centric Learning with Capsule Networks: A Survey

2024

De Sousa Ribeiro, F., Duarte, K., Everett, M. A., Leontidis, G., Shah, M.

ACM Computing Surveys, vol. 56, no. 11, 291

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1145/3674500
Open Access: http://aura.abdn.ac.uk/bitstreams/96590efe-78dd-47e8-a82d-7051227cfe47/download

Weakly supervised pre-training for brain tumor segmentation using principal axis measurements of tumor burden

2024

Mckone, J. E., Lambrou, T., Ye, X., Brown, J. M.

Frontiers in Computer Science, vol. 6, 1386514

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3389/fcomp.2024.1386514
Open Access: http://aura.abdn.ac.uk/bitstreams/bd905530-799a-4c02-9081-12a8c942487b/download
Additional Links: View publication in Scopus

A Multi-Farm Global-to-Local Expert-Informed Machine Learning System for Strawberry Yield Forecasting

2024

Beddows, M. A., Leontidis, G.

Agriculture, vol. 14, no. 6, 883

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3390/agriculture14060883
Open Access: http://aura.abdn.ac.uk/bitstreams/ee43e83b-4ed8-42cf-88f4-cc986da56ca8/download

Coordinate-Aware Mask R-CNN with Group Normalization: A Underwater Marine Animal Instance Segmentation Framework

2024

Yi, D., Ahmedov, H. B., Jiang, S., Li, Y., Flinn, S. J., Fernandes, P. G.

Neurocomputing, vol. 583, 127488

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.neucom.2024.127488
Open Access: http://aura.abdn.ac.uk/bitstreams/0d594d07-c519-46ce-bd4d-033f8fa04b55/download

Enhanced Affinity Propagation Clustering on Heterogeneous Information Network

2024

Rajan, D., Jiang, S., Yi, D., Pang, W., Coghill, G.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-3-031-55568-8_28
Open Access: http://aura.abdn.ac.uk/bitstreams/0411110d-f442-4052-95bd-5052845c1b2f/download

Model pruning enables localized and efficient federated learning for yield forecasting and data sharing

2024

Li, A. H., Markovic, M., Edwards, P., Leontidis, G.

Expert Systems with Applications, vol. 242, pp. 1-12

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.eswa.2023.122847
Open Access: http://aura.abdn.ac.uk/bitstreams/b523b56b-12bc-42d0-bd50-a645cd3fd6bc/download
Additional Links: https://www.sciencedirect.com/science/article/pii/S0957417423033493

Specialist Advisory Group (SAG) on Applications of Artificial Intelligence to Environment Natural Resources & Agriculture Policy, Scottish Government - Workshop Report

2024

Brewer, M., Leontidis, G.

Scottish Environment, Food and Agriculture Research Institutes (SEFARI). 4 pages

Books and Reports: Commissioned Reports

Online: https://sefari.scot/document/specialist-advisory-group-on-applications-of-artificial-intelligence-initial-findings
Open Access: http://aura.abdn.ac.uk/bitstreams/9f2736a1-ac1a-4b38-b64a-b249de160c55/download

FishIR: Identifying Pufferfish Individual based on Deep Learning and Face Recognition

2024

Lin, Y., Xie, S., Ghose, D., Liu, X., You, J., Korhonen, J., Liu, J., Dash, S. P.

IEEE Access, vol. 12, pp. 59807 - 59817

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/ACCESS.2024.3390412
Open Access: http://aura.abdn.ac.uk/bitstreams/74ef474b-db00-401e-ad2c-3c2322b28c04/download
Additional Links: View publication in Scopus

Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination methods

2024

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

Transactions on Machine Learning Research, vol. 2024, no. 4, pp. 1-17

Contributions to Journals: Articles

Online: https://openreview.net/forum?id=z5AXLMBWdU&nesting=2&sort=date-desc
Digital Object Identifier: https://doi.org/10.48550/arXiv.2306.16122
Open Access: http://aura.abdn.ac.uk/bitstreams/eef0ffba-1c20-4efa-b95d-09174e253324/download
Additional Links: Open peer review reports