Publications | The School of Natural and Computing Sciences

Causal Effect Estimation Using Variational Information Bottleneck

2022

Lu, Z., Cheng, Y., Zhong, M., Stoian, G., Yuan, Y., Wang, G.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-3-031-20309-1_25
Additional Links: View publication in Scopus

LightNILM: Lightweight neural network methods for non-intrusive load monitoring

2022

Lu, Z., Cheng, Y., Zhong, M., Luan, W., Ye, Y., Wang, G.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1145/3563357.3566152
Additional Links: View publication in Scopus; http://nilmworkshop.org/2022/proceedings/nilm22-final65.pdf; NILM Workshop 2022

Deep learning techniques for in-core perturbation identification and localization of time-series nuclear plant measurements

2022

Papaoikonomou, A., Wingate, J., Verma, V., Durrant, A., Ioannou, G., Papagiannis, T., Yu, M., Alexandridis, G., Dokhane, A., Leontidis, G., Kollias, S., Stafylopatis, A.

Annals of Nuclear Energy, vol. 178, 109373

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.anucene.2022.109373
Open Access: http://aura.abdn.ac.uk/bitstreams/00a88eeb-4115-4fdf-8b60-8df4e735a9ed/download

Improving Synthetic to Realistic Semantic Segmentation with Parallel Generative Ensembles for Autonomous Urban Driving

2022

Yi, D., Fang, H., Hua, Y., Su, J., Quddus, M. A., Han, J.

IEEE Transactions on Cognitive and Developmental Systems, vol. 14, no. 4, pp. 1496-1506

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TCDS.2021.3117925
Open Access: http://aura.abdn.ac.uk/bitstreams/0b83771f-4a25-4cb3-aa64-8df59a558d19/download
Additional Links: View publication in Scopus; https://pure.roehampton.ac.uk/portal/en/publications/1fa0afdf-d77b-44e2-b247-7ac006aa210e

CaR: A Cutting and Repulsion-Based Evolutionary Framework for Mixed-Integer Programming Problems

2022

Liu, J., Wang, Y., Huang, P. Q., Jiang, S.

IEEE Transactions on Cybernetics, vol. 52, no. 12, pp. 13129 - 13141

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TCYB.2021.3103778
Additional Links: View publication in Scopus

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/bitstreams/b7319bf7-bf7d-479a-a9d1-606b3de78e90/download

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/bitstreams/a45216f3-a316-43f8-9fa5-6f88d05bcdf2/download

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/bitstreams/5d7584df-535f-40b9-8067-6dbba804999d/download; http://aura.abdn.ac.uk/bitstreams/e266620b-fecc-40ff-b250-10aca256d41c/download

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