Publications | The School of Natural and Computing Sciences

Attention-Based Deep Learning Methods for Predicting Gas Turbine Emissions

2023

Potts, R. L., Leontidis, G.

Northern Lights Deep Learning Conference 2023 (Extended Abstracts)

Contributions to Conferences: Posters

Open Access: http://aura.abdn.ac.uk/bitstreams/a0ba1da0-73a1-44cb-bbdc-edd5d31a5846/download

State-of-the-art generalisation research in NLP: a taxonomy and review

2023

Hupkes, D., Giulianelli, M., Dankers, V., Artetxe, M., Elazar, Y., Pimentel, T., Christodoulopoulos, C., Lasri, K., Saphra, N., Sinclair, A., Ulmer, D., Schottmann, F., Batsuren, K., Sun, K., Sinha, K., Khalatbari, L., Ryskina, M., Technology, H., Cotterell, R., Jin, Z.

Working Papers and Discussion Papers

Digital Object Identifier: https://doi.org/10.48550/arXiv.2210.03050

Multi-stage Bias Mitigation for Individual Fairness in Algorithmic Decisions

2023

Ghadage, A., Yi, D., Coghill, G., Pang, W.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1007/978-3-031-20650-4_4
Open Access: http://aura.abdn.ac.uk/bitstreams/58c8c4d4-5ef0-45c5-919f-b9e6f069a8cb/download
Additional Links: View publication in Scopus; Link to Conference

Lightweight deep learning methods for panoramic dental X-ray image segmentation

2022

Lin, S., Hao, X., Liu, Y., Yan, D., Liu, J., Zhong, M.

Neural Computing and Applications

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1007/s00521-022-08102-7
Open Access: http://aura.abdn.ac.uk/bitstreams/43bb532d-354b-43f4-aa19-843631c81b70/download
Additional Links: View publication in Scopus

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