Publications | The School of Natural and Computing Sciences

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

LevDoom: A Benchmark for Generalization on Level Difficulty in Reinforcement Learning

2022

Tomilin, T., Dai, T., Fang, M., Pechenizkiy, M.

Chapters in Books, Reports and Conference Proceedings: Conference Proceedings

Digital Object Identifier: https://doi.org/10.1109/cog51982.2022.9893707
Additional Links: http://dx.doi.org/10.1109/cog51982.2022.9893707; https://ieee-cog.org/2022/assets/papers/paper_30.pdf

Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations

2022

Sinclair, A., Jumelet, J., Zuidema, W., Fernández, R.

Transactions of the Association for Computational Linguistics, vol. 10, pp. 1031-1050

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1162/tacl_a_00504
Open Access: http://aura.abdn.ac.uk/bitstream/2164/20553/1/Sinclair_etal_TACL_Structural_Persistance_In_VoR.pdf
Additional Links: https://aclanthology.org/2022.tacl-1.60/

A Survey on Imitation Learning Techniques for End-to-End Autonomous Vehicles

2022

Le Mero, L., Yi, D., Dianati, M., Mouzakitis, A.

IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 9, pp. 14128-14147

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1109/TITS.2022.3144867
Open Access: http://aura.abdn.ac.uk/bitstream/2164/22693/1/Mero_etal_IEEETOITS_A_Survey_On_AAM.pdf

Identifying veraison process of colored wine grapes in field conditions combining deep learning and image analysis

2022

Shen, L., Chen, S., Mi, Z., Su, J., Huang, R., Song, Y., Fang, Y., Su, B.

Computers and Electronics in Agriculture, vol. 200, 107268

Contributions to Journals: Articles

Digital Object Identifier: https://doi.org/10.1016/j.compag.2022.107268
Open Access: http://aura.abdn.ac.uk/bitstream/2164/21329/1/Shen_etal_CEA_Identifying_Veraison_Process_AAM.pdf