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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

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
EXPLANATIONS OF FACTORS INFLUENCING HARSH BRAKING AND PRESENTATION STYLES

2024

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

Contributions to Conferences
Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-marker Detection

2024

Yi, D., Baltov, P., Hua, Y., Philip, S., Sharma, P. K.

IEEE journal of biomedical and health informatics, vol. 28, no. 4, pp. 1959 - 1970

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1109/JBHI.2023.3313785

Open Access

http://aura.abdn.ac.uk/bitstreams/45d5f41d-0e93-461a-a449-35155182c2b1/download

Additional Links

View publication in Scopus
Part-Whole Relational Few-Shot 3D Point Cloud Semantic Segmentation

2024

Xu, S., Zhang, L., Jiang, G., Hua, Y., Liu, Y.

Computers, Materials and Continua, vol. 78, no. 3, pp. 3021-3039

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.32604/cmc.2023.045853

Open Access

http://aura.abdn.ac.uk/bitstreams/99398f27-42e8-46d8-aa9e-94dc563fb07b/download

Additional Links

View publication in Scopus

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

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

Enhanced Affinity Propagation Clustering on Heterogeneous Information Network

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

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

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

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

EXPLANATIONS OF FACTORS INFLUENCING HARSH BRAKING AND PRESENTATION STYLES

Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-marker Detection

Part-Whole Relational Few-Shot 3D Point Cloud Semantic Segmentation