Dynamic multi-objective optimization algorithm based decomposition and preference 2021 Hu, Y., Zheng, J., Zou, J., Jiang, S., Yang, S. Information Sciences, vol. 571, pp. 175-190 Contributions to Journals: Articles Digital Object Identifier https://doi.org/10.1016/j.ins.2021.04.055 Additional Links View publication in Scopus
Transformer For Image Quality Assessment 2021 You, J., Korhonen, J. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings Online https://arxiv.org/abs/2101.01097 Digital Object Identifier https://doi.org/10.1109/ICIP42928.2021.9506075 Additional Links View publication in Scopus
Commentary to the Commission’s proposal for the “AI Act” – Response to selected issues 2021 Cserne, P., Ducato, R., Zivkovic, P., Brown, A., Couzigou, I., Leontidis, G., Oren, N., Sutherland, C., Sweeney, P., Yuksel Ripley, B. Non-textual Forms: Web Publications and Websites Online https://ec.europa.eu/info/law/better-regulation/have-your-say/initiatives/12527-Artificial-intelligence-ethical-and-legal-requirements/F2665397_en Additional Links https://ec.europa.eu/info/law/better-regulation/have-your-say/initiatives/12527-Artificial-intelligence-ethical-and-legal-requirements_en
Solving dynamic multi-objective problems with a new prediction-based optimization algorithm 2021 Zhang, Q., Jiang, S., Yang, S., Song, H. PloS ONE, vol. 16, no. 8 August, e0254839 Contributions to Journals: Articles Digital Object Identifier https://doi.org/10.1371/journal.pone.0254839 Open Access https://aura.abdn.ac.uk/bitstreams/0f9840cc-d43a-42a5-9b9e-6791497aa225/download Additional Links View publication in Scopus
Adaptive Inverse Control of a Vibrating Coupled Vessel-Riser System With Input Backlash 2021 He, X., Zhao, Z., Su, J., Yang, Q., Zhu, D. IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 51, no. 8, pp. 4706 - 4715 Contributions to Journals: Articles Digital Object Identifier https://doi.org/10.1109/TSMC.2019.2944999
Deep Learning for Computer-Aided Diagnosis in Ophthalmology: A Review 2021 Brown, J., Leontidis, G. State of the Art in Neural Networks and Their Applications. El-Baz, S., Suri, J. S. (eds.). 1st edition. Elsevier, pp. 219-237, 19 pages Chapters in Books, Reports and Conference Proceedings: Chapters Digital Object Identifier https://doi.org/10.1016/B978-0-12-819740-0.00011-5 Additional Links https://www.elsevier.com/books/state-of-the-art-in-neural-networks-and-their-applications/s-el-baz/978-0-12-819740-0
Deep learning based prediction on greenhouse crop yield combined TCN and RNN 2021 Gong, L., Yu, M., Jiang, S., Cutsuridis, V., Pearson, S. Sensors, vol. 21, no. 13, 4537 Contributions to Journals: Articles Digital Object Identifier https://doi.org/10.3390/s21134537 Open Access https://aura.abdn.ac.uk/bitstreams/aa73735b-bace-4e4c-b9f8-c1cafeea59a2/download Additional Links View publication in Scopus
The short-term associations of chronic obstructive pulmonary disease hospitalizations with meteorological factors and air pollutants in Southwest China: a time-series study 2021 Li, M., Chen, S., Zhao, H., Tang, C., Lai, Y., Ung, C. O. L., Su, J., Hu, H. Scientific Reports, vol. 11, no. 1, 12914 Contributions to Journals: Articles Digital Object Identifier https://doi.org/10.1038/s41598-021-92380-z Open Access https://aura.abdn.ac.uk/bitstreams/d3423228-fa98-4d82-b54a-47ee1e861927/download
An autoencoder wavelet based deep neural network with attention mechanism for multi-step prediction of plant growth 2021 Alhnaity, B., Kollias, S., Leontidis, G., Jiang, S., Schamp, B., Pearson, S. Information Sciences, vol. 560, pp. 35-50 Contributions to Journals: Articles Digital Object Identifier https://doi.org/10.1016/j.ins.2021.01.037 Open Access https://aura.abdn.ac.uk/bitstreams/13e0f06c-e2b6-4190-8123-ae617c1b1251/download
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 https://aura.abdn.ac.uk/bitstreams/177644c6-8fd8-47f1-980f-bf4aa1ab68e2/download