Publications | The School of Natural and Computing Sciences

Biological survival optimization algorithm with its engineering and neural network applications

2023

Wang, L., Zhang, Q., He, X., Yang, S., Jiang, S., Dong, Y.

Soft Computing, vol. 27, pp. 6437–6463

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s00500-023-07851-4
Additional Links: View publication in Scopus; Link to AAM in De Montfort University Repository

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

2023

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/bitstreams/658b65e8-4d51-4704-878d-4e164e1ca0c8/download

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

2023

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/bitstreams/644b253e-4bb1-40bb-81c0-9f56f125ba78/download
Additional Links: View publication in Scopus

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

2023

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/bitstreams/dfbb0579-95dc-47b5-a596-f2c98991e0d2/download
Additional Links: View publication in Scopus

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

2023

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

2023

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/bitstreams/cac55712-6b4f-437d-87b2-e715ac6c5352/download

DKTNet: Dual-Key Transformer Network for small object detection

2023

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

2023

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
Open Access: http://aura.abdn.ac.uk/bitstreams/d1f999f3-ec49-496d-9af5-c2bfb92df03c/download
Additional Links: View publication in Scopus

Nonintrusive Load Monitoring Based on Self-Supervised Learning

2023

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

2023

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

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2301.12891