Publications

Premonition Net, a multi-timeline transformer network architecture towards strawberry tabletop yield forecasting

Onoufriou, G., Hanheide, M., Leontidis, G.

Computers and Electronics in Agriculture, vol. 208, 107784

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1016/j.compag.2023.107784

Open Access

http://aura.abdn.ac.uk/bitstream/2164/20344/1/Leontidis_compag_2023_final.pdf

Eagle-YOLO: An Eagle-Inspired YOLO for Object Detection in Unmanned Aerial Vehicles Scenarios

Liao, L., Luo, L., Su, J., Xiao, Z., Zou, F., Lin, Y.

Mathematics, vol. 11, no. 9, 2093

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.3390/math11092093

Open Access

http://aura.abdn.ac.uk/bitstream/2164/21356/1/Liao_M_Eagle_YOLO_An_Eagle_Inspired_VOR.pdf

Additional Links

View publication in Scopus

Handling Dynamic Multiobjective Optimization Environments via Layered Prediction and Subspace-Based Diversity Maintenance

Hu, Y., Zheng, J., Jiang, S., Yang, S., Zou, J.

IEEE Transactions on Cybernetics, vol. 53, no. 4, pp. 2572 - 2585

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1109/TCYB.2021.3128584

Open Access

http://aura.abdn.ac.uk/bitstream/2164/19729/1/Hu_etal_IEEETC_Handling_Dynamic_Multi_AAM.pdf

Additional Links

View publication in Scopus

Fast Accurate Fish Recognition with Deep Learning Based on a Domain-Specific Large-Scale Fish Dataset

Lin, Y., Chu, Z., Korhonen, J., Xu, J., Liu, X., Liu, J., Liu, M., Fang, L., Yang, W., Ghose, D., You, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier

https://doi.org/10.1007/978-3-031-27077-2_40

Additional Links

View publication in Scopus

Fourier Graph Convolution Network for Time Series Prediction

Liao, L., Hu, Z., Hsu, C., Su, J.

Mathematics, vol. 11, no. 7, 1649

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.3390/math11071649

Open Access

http://aura.abdn.ac.uk/bitstream/2164/21100/1/Liao_etal_mathematics_Fourier_Graph_Convolution_VOR.pdf

DKTNet: Dual-Key Transformer Network for small object detection

Xu, S., Gu, J., Hua, Y., Liu, Y.

Neurocomputing, vol. 525, pp. 29-41

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1016/j.neucom.2023.01.055

Additional Links

View publication in Scopus

Real-time tracking and counting of grape clusters in the field based on channel pruning with YOLOv5s

Shen, L., Su, J., He, R., Song, L., Huang, R., Fang, Y., Song, Y., Su, B.

Computers and Electronics in Agriculture, vol. 206, 107662

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1016/j.compag.2023.107662

Additional Links

View publication in Scopus

Nonintrusive Load Monitoring Based on Self-Supervised Learning

Chen, S., Zhao, B., Zhong, M., Luan, W., Yu, Y.

IEEE Transactions on Instrumentation and Measurement, vol. 72, 2507113

Contributions to Journals: Articles

Digital Object Identifier

https://doi.org/10.1109/TIM.2023.3246504

Additional Links

View publication in Scopus

Half of an image is enough for quality assessment

You, J., Lin, Y., Korhonen, J.

Working Papers and Discussion Papers

Digital Object Identifier

https://doi.org/10.48550/arXiv.2301.12891

Attention-Based Deep Learning Methods for Predicting Gas Turbine Emissions

Potts, R. L., Leontidis, G.

Northern Lights Deep Learning Conference 2023 (Extended Abstracts)

Contributions to Conferences: Posters

Open Access

http://aura.abdn.ac.uk/bitstream/2164/19602/1/Potts_NLDL_extended_abstract.pdf