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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
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Digital Object Identifier
https://doi.org/10.3390/agriculture14060883
Open Access
http://aura.abdn.ac.uk/bitstream/2164/23539/1/agriculture-14-00883.pdf
3DTA: No-Reference 3D Point Cloud Quality Assessment with Twin Attention
2024 - E-pub ahead of print
Zhu, L., Cheng, J., Wang, X., Su, H., Yang, H., Yuan, H., Korhonen, J.
IEEE Transactions on Multimedia
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Digital Object Identifier
https://doi.org/10.1109/TMM.2024.3407698
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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
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Digital Object Identifier
https://doi.org/10.1016/j.neucom.2024.127488
Open Access
http://aura.abdn.ac.uk/bitstream/2164/23689/1/Yi_etal_N_Coordinate-Aware_Mask_VOR.pdf
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
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/bitstream/2164/24017/1/Rajan_etal_UKCI_Enhanced_Affinity_Propagation_AAM.pdf
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/bitstream/2164/22372/1/Leontidis_1-s2.0-S0957417423033493-main.pdf
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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/bitstream/2164/23711/1/SEFARI_Gateway_-_AI-SAG_-_Workshop_Report_-_leontidis.pdf
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
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Digital Object Identifier
https://doi.org/10.1109/ACCESS.2024.3390412
Open Access
http://aura.abdn.ac.uk/bitstream/2164/23709/1/Lin_etal_IEEEA_Fishir_Identifying_Pufferfish_VOR.pdf
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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 , pp. 1-17
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Digital Object Identifier
https://doi.org/10.48550/arXiv.2306.16122
Open Access
http://aura.abdn.ac.uk/bitstream/2164/23406/1/1855_semantic_positive_pairs_for_en.pdf
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Open peer review reports
Real-time Semantic Segmentation of Solar Photovoltaic Arrays for Autonomous UAV Flights
2024 - Accepted/In press
Nanyan, L., Chen, H., Sun, Z., Gao, J., Yi, D., Liu, C., Su, J.
Contributions to Conferences: Papers