Publications

Recent publications by members of the research group. To see a full list of publications for any individual, view their research profile.

• Wang, H, Cui, Z, Liu, R, Fang, L, Chen, J & Sha, Y 2023, 'A multi-type transferable method for missing link prediction in heterogeneous social networks', IEEE Transactions on Knowledge and Data Engineering, vol. Early Access, 10004751. https://doi.org/10.1109/TKDE.2022.3233481
• Lei, Y, He, S, Khamis, M & Ye, J 2024, 'An end-to-end review of gaze estimation and its interactive applications on handheld mobile devices', ACM Computing Surveys, vol. 56, no. 2, 34. https://doi.org/10.1145/3606947
• Mann, PS & Dobson, SA 2023, 'Belief propagation on networks with cliques and chordless cycles', Physical Review E, vol. 107, 054303. https://doi.org/10.1103/PhysRevE.107.054303
• Lei, Y, Wang, Y, Caslin, T, Wisowaty, A, Zhu, X, Khamis, M & Ye, J 2023, 'DynamicRead: exploring robust gaze interaction methods for reading on handheld mobile devices under dynamic conditions', Proceedings of the ACM on Human-Computer Interaction, vol. 7, no. ETRA, 158. https://doi.org/10.1145/3591127
• Schiemer, M, Fang, L, Dobson, S & Ye, J 2023, 'Online continual learning for human activity recognition', Pervasive and Mobile Computing, vol. 93, 101817. https://doi.org/10.1016/j.pmcj.2023.101817
• Wang, H, Liu, R, Chen, J, Shi, C, Fang, L, Liu, S & Gong, Z 2023, 'Resisting the edge-type disturbance for link prediction in heterogeneous social networks', ACM Transactions on Knowledge Discovery from Data (TKDD), vol. Just accepted. https://doi.org/10.1145/3614099
• Moreno Rocha, MA, Nacenta, MA & Ye, J 2022, 'An exploratory study on academic reading contexts, technology, and strategies', Paper presented at 8th Mexican Conference on Human-Computer Interaction, 1/12/21 - 3/12/21. https://doi.org/10.1145/3492724.3492727
• Wang, Y, Ye, J & Borchers, DL 2022, 'Automated call detection for acoustic surveys with structured calls of varying length', Methods in Ecology and Evolution, vol. 13, no. 7, pp. 1552-1567. https://doi.org/10.1111/2041-210X.13873
• Mann, PS, Smith, VA, Mitchell, JBO & Dobson, SA 2022, 'Degree correlations in graphs with clique clustering', Physical Review. E, Statistical, nonlinear, and soft matter physics, vol. 105, no. 4, 044314. https://doi.org/10.1103/PhysRevE.105.044314
• Mann, PS, Smith, VA, Mitchell, JBO & Dobson, SA 2022, 'N-strain epidemic model using bond percolation', Physical Review. E, Statistical, nonlinear, and soft matter physics, vol. 106, no. 1, 014304. https://doi.org/10.1103/PhysRevE.106.014304
• Jiang, A, Nacenta, MA & Ye, J 2022, 'VisuaLizations As Intermediate Representations (VLAIR): an approach for applying deep learning-based computer vision to non-image-based data', Visual Informatics, vol. 6, no. 3, pp. 35-50. https://doi.org/10.1016/j.visinf.2022.05.001
• Dobson, SA 2022, 'epyc: computational experiment management in Python', Journal of Open Source Software, vol. 7, no. 72, 03764. https://doi.org/10.21105/joss.03764
• Fang, L, Liu, X, Su, X, Ye, J, Dobson, S, Hui, P & Tarkoma, S 2021, Bayesian inference federated learning for heart rate prediction. in J Ye, MJ O'Grady, G Civitarese & K Yordanova (eds), Wireless Mobile Communication and Healthcare: 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 362 LNICST, Springer, Cham, pp. 116-130. https://doi.org/10.1007/978-3-030-70569-5_8
• Civitarese, G, Ye, J, Zampatti, M & Bettini, C 2021, 'Collaborative activity recognition with heterogeneous activity sets and privacy preferences', Journal of Ambient Intelligence and Smart Environments, vol. 13, no. 6, pp. 433-452. https://doi.org/10.3233/ais-210018
• Ye, J, Nakwijit, P, Schiemer, M, Jha, S & Zambonelli, F 2021, 'Continual activity recognition with generative adversarial networks', ACM Transactions on Internet of Things, vol. 2, no. 2, 9, pp. 1-25. https://doi.org/10.1145/3440036