Publications | The School of Natural and Computing Sciences

Machine Learning to Support Visual Auditing of Home-based Lateral Flow Immunoassay Self-Test Results for SARS-CoV-2 Antibodies

2022

Wong, N. C. K., Meshkinfamfard, S., Turbe, V., Whitaker, M., Moshe, M., Bardanzellu, A., Dai, T., Pignatelli, E., Barclay, W., Darzi, A., Elliott, P., Ward, H., Tanaka, R., Cooke, G., McKendry, R., Atchison, C., Bharath, A. A.

Communications Medicine, vol. 2, 78

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1038/s43856-022-00146-z
Open Access: http://aura.abdn.ac.uk/bitstream/2164/20296/1/Wong_etal_CM_Machine_Learning_To_VOR.pdf

Construction Repetition Reduces Information Rate in Dialogue

2022

Giulianelli, M., Sinclair, A., Fernández, R.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Online: https://aclanthology.org/2022.aacl-main.51
Digital Object Identifier: https://doi.org/10.48550/arXiv.2210.08321
Open Access: http://aura.abdn.ac.uk/bitstream/2164/23867/1/Sinclair_etal_AACL_Construction_Repetition_Reduces_VoR.pdf

Evolutionary Dynamic Multi-Objective Optimisation: A survey

2022

Jiang, S., Zou, J., Yang, S., Yao, X.

ACM Computing Surveys, vol. 55, no. 4, 76

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1145/3524495
Open Access: http://aura.abdn.ac.uk/bitstream/2164/18236/1/Jiang_etal_ACM_Evolutionary_Dynamic_Multi_AAM.pdf; http://aura.abdn.ac.uk/bitstream/2164/18236/2/Jiang_etal_ACMCS_Evolutionary_Dynamic_Multi_Objective_VoR.pdf

Smartrawl “Eye”: a vision-based technique for fish detection and species identification

2022

Yi, D., Fernandes, P. G.

MASTS Annual Science Meeting 2022

Contributions to Conferences: Abstracts

Online: https://masts.ac.uk/wp-content/uploads/2022/11/all-presented-talk-abstracts.pdf
Additional Links: https://masts.ac.uk/wp-content/uploads/2022/11/MASTS-ASM-2022-programme-FINAL.pdf

Nonlinear ESO-based vibration control for an all-clamped piezoelectric plate with disturbances and time delay: Design and hardware implementation

2022

Li, S., Zhang, L., Zhu, C., Su, J., Li, J.

Journal of intelligent material systems and structures, vol. 33, no. 8

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1177/1045389X221085629

Fine-grained RNN with Transfer Learning for Energy Consumption Estimation on EVs

2022

Hua, Y., Sevegnani, M., Yi, D., Birnie, A., Mcaslan, S.

IEEE Transactions on Industrial Informatics, vol. 18, no. 11, pp. 8182-8190

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TII.2022.3143155
Open Access: http://aura.abdn.ac.uk/bitstream/2164/22523/1/Hua_etal_IEETII_Fine_Grained_RNN_AAM.pdf
Additional Links: View publication in Scopus

EDLaaS: Fully Homomorphic Encryption Over Neural Network Graphs for Vision and Private Strawberry Yield Forecasting

2022

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

Sensors, vol. 2022, no. 22, 8124

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3390/s22218124
Open Access: http://aura.abdn.ac.uk/bitstream/2164/19424/1/sensors_22_08124.pdf

Adversarial Attacks against Blind Image Quality Assessment Models

2022

Korhonen, J., You, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1145/3552469.3555715
Additional Links: View publication in Scopus

Simulating Visual Mechanisms by Sequential Spatial-Channel Attention for Image Quality Assessment

2022

You, J., Korhonen, J.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1145/3552469.3555714
Additional Links: View publication in Scopus

Progressive Multi-Scale Fusion Network for RGB-D Salient Object Detection

2022

Ren, G., Xie, Y., Dai, T., Stathaki, T.

Computer Vision and Image Understanding, vol. 223, 103529

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.cviu.2022.103529
Open Access: http://aura.abdn.ac.uk/bitstream/2164/20459/1/Ren_etal_CVIU_Progressive_Multi_Scale_Fusion_VoR.pdf
Additional Links: http://dx.doi.org/10.1016/j.cviu.2022.103529