PhD supervision
- Yingxue Fu
- Muhammad Hassan
Selected publications
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Open access
A multi-type transferable method for missing link prediction in heterogeneous social networks
Wang, H., Cui, Z., Liu, R., Fang, L., Chen, J. & Sha, Y., 3 Jan 2023, (E-pub ahead of print) In: IEEE Transactions on Knowledge and Data Engineering. Early Access, 13 p., 10004751.Research output: Contribution to journal › Article › peer-review
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Open access
Bayesian inference federated learning for heart rate prediction
Fang, L., Liu, X., Su, X., Ye, J., Dobson, S., Hui, P. & Tarkoma, S., 2021, Wireless Mobile Communication and Healthcare: 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings. Ye, J., O'Grady, M. J., Civitarese, G. & Yordanova, K. (eds.). Cham: Springer, p. 116-130 15 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 362 LNICST).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Identifying and evaluating anomalous structural change-based nodes in generalized dynamic social networks
Wang, H., Qiao, C., Guo, X., Fang, L., Sha, Y. & Gong, Z., 14 Jun 2021, In: ACM Transactions on the Web. 15, 4, 22 p.Research output: Contribution to journal › Article › peer-review
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Open access
Discovery and recognition of emerging human activities using a hierarchical mixture of directional statistical models
Fang, L., Ye, J. & Dobson, S. A., 1 Jul 2020, In: IEEE Transactions on Knowledge and Data Engineering. 32, 7, p. 1304 - 1316 13 p.Research output: Contribution to journal › Article › peer-review
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Open access
Distributed self-monitoring sensor networks via Markov switching Dynamic Linear Models
Fang, L., Ye, J. & Dobson, S. A., 16 Jun 2019, Proceedings 2019 IEEE 13th International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2019). IEEE Computer Society, p. 33-42 8780572Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Open access
Sensor-based human activity mining using Dirichlet process mixtures of directional statistical models
Fang, L., Ye, J. & Dobson, S. A., 5 Oct 2019, Proceedings 2019 IEEE International Conference on Data Science and Advanced Analytics (DSAA 2019). Singh, L., De Veaux, R., Karypis, G., Bonchi, F. & Hill, J. (eds.). IEEE Computer Society, p. 154-163 10 p. 8964193. (Proceedings of the International Conference on Data Science and Advanced Analytics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Open access
Discovery and recognition of unknown activities
Ye, J., Fang, L. & Dobson, S. A., 12 Sep 2016, p. 783-792. 10 p.Research output: Contribution to conference › Paper › peer-review
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Open access
Towards data-centric control of sensor networks through Bayesian dynamic linear modelling
Fang, L. & Dobson, S. A., 29 Oct 2015, 2015 IEEE 9th International Conference on Self-Adaptive and Self-Organizing Systems (SASO). IEEE Computer Society, p. 61-70 (IEEE International Conference on Self-Adaptive and Self-Organizing Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Open access
Data collection with in-network fault detection based on spatial correlation
Fang, L. & Dobson, S. A., 8 Sep 2014, 2014 International Conference on Cloud and Autonomic Computing (ICCAC). p. 56-65 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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In-network sensor data modelling methods for fault detection
Fang, L. & Dobson, S. A., Dec 2013, Proceedings of the 1st International Workshop on Uncertainty in Ambient Intelliigence at AmI 2013. Dublin, IEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution