Dr Juan Ye

Dr Juan Ye
Senior Lecturer - School of Computer Science
Email: jy31@st-andrews.ac.uk
Office: JC1.12
Phone: +44 (0)1334 463258
Recent Publications
- Mansouri Benssassi, E & Ye, J 2021, 'Generalisation and robustness investigation for facial and speech emotion recognition using bio-inspired spiking neural networks', Soft Computing, vol. First Online. https://doi.org/10.1007/s00500-020-05501-7
- Rosales Sanabria, A, Zambonelli, F & Ye, J 2021, 'Unsupervised domain adaptation in activity recognition: a GAN-based approach', IEEE Access, vol. 9, pp. 19421-19438. https://doi.org/10.1109/ACCESS.2021.3053704
- Jha, S, Schiemer, M & Ye, J 2020, Continual learning in human activity recognition: an empirical analysis of regularization. in Proceedings of Machine Learning Research. pp. 1-4, Thirty-seventh International Conference on Machine Learning, ICML 2020; ICML Workshop on Continual Learning, 13/07/20.
- Ye, J & Callus, E 2020, 'Evolving models for incrementally learning emerging activities', Journal of Ambient Intelligence and Smart Environments, vol. 12, no. 4, pp. 313-325. https://doi.org/10.3233/AIS-200566
- Ye, J, O’Grady, M & Banos, O 2020, 'Sensor technology for smart homes', Sensors, vol. 20, no. 24, 7046. https://doi.org/10.3390/s20247046
- Mansouri Benssassi, E & Ye, J 2020, Synch-Graph: multisensory emotion recognition through neural synchrony via graph convolutional networks. in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-20). Proceedings of the AAAI Conference on Artificial Intelligence, AAAI Press, pp. 1351-1358, Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), New York, United States, 7/02/20. https://doi.org/10.1609/aaai.v34i02.5491
- Rosales Sanabria, A & Ye, J 2020, 'Unsupervised domain adaptation for activity recognition across heterogeneous datasets', Pervasive and Mobile Computing, vol. In press, 101147. https://doi.org/10.1016/j.pmcj.2020.101147
- Jiang, A, Nacenta, M, Terzić, K & Ye, J 2020, Visualization as Intermediate Representations (VLAIR) for human activity recognition. in 14th EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2020). ACM, 14th EAI International Conference on Pervasive Computing Technologies for Healthcare (EAI PervasiveHealth 2020), Atlanta, United States, 20/03/20. https://doi.org/10.1145/1122445.1122456
- Ye, J, Dobson, SA & Zambonelli, F 2020, 'XLearn: learning activity labels across heterogeneous datasets', ACM Transactions on Intelligent Systems and Technology, vol. 11, no. 2, 17. https://doi.org/10.1145/3368272