Publications | The School of Natural and Computing Sciences

The IDEAL household energy dataset, electricity, gas, contextual sensor data and survey data for 255 UK homes

2021

Pullinger, M., Kilgour, J., Goddard, N., Berliner, N., Webb, L., Dzikovska, M., Lovell, H., Mann, J., Sutton, C., Webb, J., Zhong, M.

Scientific Data, vol. 8, no. 1, 146

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1038/s41597-021-00921-y
Open Access: http://aura.abdn.ac.uk/bitstream/2164/16653/1/Pullinger_etal_the_IDEAL_household_VOR.pdf

Spatio-Temporal Difference Descriptor for Skeleton-Based Action Recognition

2021

Ding, C., Liu, K., Korhonen, J., Belyaev, E.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1609/aaai.v35i2.16210
Additional Links: https://slideslive.com/38948056/spatiotemporal-difference-descriptor-for-skeletonbased-action-recognition?ref=account-79851-presentations

A fast simulation method for analysis of SEE in VLSI

2021

Lu, Y., Chen, X., Zhai, X., Saha, S., Ehsan, S., Su, J., McDonald-Maier, K.

Microelectronics reliability, vol. 120, 114110

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.microrel.2021.114110
Open Access: http://aura.abdn.ac.uk/bitstream/2164/18477/1/Lu_etal_A_fast_simulation_VOR.pdf

Active disturbance rejection vibration control for an all-clamped piezoelectric plate with delay

2021

Li Shengquan, , Zhu Chaowei, , Mao Qibo, , Su Jinya, , Li Juan, S.

Control engineering practice, vol. 108, 104719

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.conengprac.2020.104719

How might technology rise to the challenge of data sharing in agri-food?

2021

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

Global Food Security, vol. 28, 100493

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.gfs.2021.100493
Open Access: http://aura.abdn.ac.uk/bitstream/2164/17883/1/GFS_Accepted_datasharing.pdf
Additional Links: personalised share link

Lightweight deep learning models for detecting COVID-19 from chest X-ray images

2021

Karakanis, S., Leontidis, G.

Computers in Biology and Medicine, vol. 130, 104181

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.compbiomed.2020.104181
Open Access: http://aura.abdn.ac.uk/bitstream/2164/15586/1/Leontidis_cbm_cov_pre.pdf; http://aura.abdn.ac.uk/bitstream/2164/15586/2/Leontidis_cbm_cov_Accepted_post.pdf
Additional Links: View publication in Scopus

Aerial Visual Perception in Smart Farming: Field Study of Wheat Yellow Rust Monitoring

2021

Su, J., Yi, D., Su, B., Mi, Z., Liu, C., Hu, X., Xu, X., Guo, L., Chen, W.

IEEE Transactions on Industrial Informatics, vol. 17, no. 3, pp. 2242-2249

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TII.2020.2979237
Open Access: http://aura.abdn.ac.uk/bitstream/2164/15997/1/Su_et_al_IEEETII_AerialVisualPerception_AAM.pdf
Additional Links: View publication in Scopus

Neutron Noise-based Anomaly Classification and Localization using Machine Learning

2021

Demaziere, C., Mylonakis, A., Vinai, P., Durrant, A., Ribeiro, F. D. S., Wingate, J., Leontidis, G., Kollias, S.

Contributions to Conferences: Papers

Online: https://www.physor2020.com/proceedings
Digital Object Identifier: https://doi.org/10.1051/epjconf/202124721004
Open Access: http://aura.abdn.ac.uk/bitstream/2164/16173/1/Demaziere_etal_Neutron_noise_based_anomaly_VOR.pdf

Neural modeling of antisaccade performance of healthy controls and early Huntington's disease patients

2021

Cutsuridis, V., Jiang, S., Dunn, M. J., Rosser, A., Brawn, J., Erichsen, J. T.

Chaos, vol. 31, no. 1, 013121

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1063/5.0021584
Additional Links: View publication in Scopus

Sentinel-2 satellite imagery for urban land cover classification by optimized random forest classifier

2021

Zhang, T., Su, J., Xu, Z., Luo, Y., Li, J.

Applied Sciences (Switzerland), vol. 11, no. 2, 543

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.3390/app11020543
Open Access: http://aura.abdn.ac.uk/bitstream/2164/18476/1/Zhang_etal_Sentinel_2_satellite_imagery_VOR.pdf
Additional Links: View publication in Scopus