Publications | The School of Natural and Computing Sciences

UAV spraying on citrus crop: impact of tank-mix adjuvant on the contact angle and droplet distribution

2022

Meng, Y., Zhong, W., Liu, C., Su, J., Su, J., Lan, Y., Wang, Z., Wang, M.

PeerJ, vol. 10, 13064

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.7717/peerj.13064
Open Access: http://aura.abdn.ac.uk/bitstream/2164/18485/1/Meng_etal_PeerJ_UAV_spraying_on_VOR.pdf

Smart Hospital Innovation: Technology, Service, and Policy

2022

Hu, H., Su, J., Ma, J.

Frontiers in public health, vol. 10, 845577

Contributions to Journals: Editorials

Digital Object Identifier: https://doi.org/10.3389/fpubh.2022.845577
Open Access: http://aura.abdn.ac.uk/bitstream/2164/18529/1/Hu_etal_Smart_hospital_innovation_VOR.pdf

A multi-sensory stimulating attention model for cities' taxi service demand prediction

2022

Liao, L., Wang, Y., Zou, F., Bi, S., Su, J., Sun, Q.

Scientific Reports, vol. 12, no. 1, 3065

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1038/s41598-022-07072-z
Open Access: http://aura.abdn.ac.uk/bitstream/2164/18520/1/Liao_etal_SR_a_multi_sensory_stimulating_VOR.pdf

Snow Coverage Mapping by Learning from Sentinel-2 Satellite Multispectral Images via Machine Learning Algorithms

2022

Wang, Y., Su, J., Zhai, X., Meng, F., Liu, C.

Remote Sensing, vol. 14, no. 3, 782

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3390/rs14030782
Open Access: http://aura.abdn.ac.uk/bitstream/2164/18484/1/Wang_etal_Snow_coverage_mapping_VOR.pdf

The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector

2022

Durrant, A., Markovic, M., Matthews, D., May, D., Enright, J., Leontidis, G.

Computers and Electronics in Agriculture, vol. 193, 106648

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.compag.2021.106648
Open Access: http://aura.abdn.ac.uk/bitstream/2164/19756/1/Durrant_etal_CEA_The_Role_Of_AAM.pdf

Cooperative Multiagent Attentional Communication for Large-Scale Task Space

2022

Zou, Q., Hu, Y., Yi, D., Gao, B., Qin, J., Chen, C. (ed.)

Wireless Communications and Mobile Computing, vol. 2022, 4401653

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1155/2022/4401653
Open Access: http://aura.abdn.ac.uk/bitstream/2164/17831/1/Zou_etal_WCMC_Cooperative_multi_agent_attentional_AAM.pdf; http://aura.abdn.ac.uk/bitstream/2164/17831/3/Zou_etal_Cooperative_multiagent_task_VOR.pdf
Additional Links: View publication in Scopus

Diversity-Augmented Intrinsic Motivation for Deep Reinforcement Learning

2022

Dai, T., Du, Y., Fang, M., Bharath, A. A.

Neurocomputing, vol. 468, pp. 396-406

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.neucom.2021.10.040
Additional Links: http://dx.doi.org/10.1016/j.neucom.2021.10.040

Spectral analysis and mapping of blackgrass weed by leveraging machine learning and UAV multispectral imagery

2022

Su, J., Yi, D., Coombes, M., Liu, C., Zhai, X., McDonald-Maier, K., Chen, W. H.

Computers and Electronics in Agriculture, vol. 192, 106621

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.compag.2021.106621
Open Access: http://aura.abdn.ac.uk/bitstream/2164/19678/1/Su_etal_CEA_Spectral_Analysis_And_AAM.pdf
Additional Links: View publication in Scopus

Attention integrated hierarchical networks for no-reference image quality assessment

2022

You, J., Korhonen, J.

Journal of Visual Communication and Image Representation, vol. 82, 103399

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.jvcir.2021.103399
Open Access: http://aura.abdn.ac.uk/bitstream/2164/19406/1/You_etal_JVCIR_Attention_Integrated_Hierarchical_VOR.pdf
Additional Links: View publication in Scopus

Deep CNN based droplet deposition segmentation for spray distribution assessment

2022

Chen, T., Meng, Y., Su, J., Liu, C.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/ICAC55051.2022.9911061
Open Access: http://aura.abdn.ac.uk/bitstream/2164/20930/1/Chen_etal_ICAAC2022_Deep_CNN_Based_AAM.pdf