Prof Simon Dobson
Professor
Head of School
- Phone
- +44 (0)1334 461626
- sd80@st-andrews.ac.uk
- Office
- C1.17
- Location
- Jack Cole Building (Computer Science )
- Office hours
PhD supervision
- Xue Guo
- Peter Mann
Selected publications
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XLearn: learning activity labels across heterogeneous datasets
Ye, J., Dobson, S. A. & Zambonelli, F., Jan 2020, In : ACM Transactions on Intelligent Systems and Technology. 11, 2, 28 p., 17.Research output: Contribution to journal ? Article
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Discovery and recognition of emerging human activities using a hierarchical mixture of directional statistical models
Fang, L., Ye, J. & Dobson, S. A., 15 Mar 2019, In : IEEE Transactions on Knowledge and Data Engineering. Early Access, 13 p.Research output: Contribution to journal ? Article
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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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Lifelong learning in sensor-based human activity recognition
Ye, J., Dobson, S. A. & Zambonelli, F., 18 Nov 2019, In : IEEE Pervasive Computing. 18, 3, p. 49-58 10 p.Research output: Contribution to journal ? Article
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Representation learning for minority and subtle activities in a smart home environment
Rosales Sanabria, A., Kelsey, T., Dobson, S. A. & Ye, J., 28 Oct 2019, In : Journal of Ambient Intelligence and Smart Environments. Pre-press, p. 1-19Research output: Contribution to journal ? Article
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Self-organization and resilience for networked systems: design principles and open research issues
Dobson, S. A., Hutchison, D., Mauthe, A., Schaefer-Filho, A., Smith, P. & Sterbenz, J., Apr 2019, In : Proceedings of the IEEE. 107, 4, p. 819 - 834Research output: Contribution to journal ? Article
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Sensor-based human activity mining using Dirichlet process mixtures of directional statistical models
Fang, L., Ye, J. & Dobson, S. A., 5 Oct 2019, Proceedings of the 6th IEEE International Conference on Data Science and Advanced Analytics (DSAA'19). IEEE Computer SocietyResearch output: Chapter in Book/Report/Conference proceeding ? Conference contribution
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simplicial: Simplicial topology in Python
Dobson, S. A., 19 Sep 2019Research output: Non-textual form ? Software
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A reference architecture and model for sensor data warehousing
Dobson, S. A., Golfarelli, M., Graziani, S. & Rizzi, S., 15 Sep 2018, In : IEEE Sensors Journal. 18, 18, p. 7659-7670 12 p.Research output: Contribution to journal ? Article
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A spatially heterogeneous network-based metapopulation software model applied to the simulation of a pulmonary tuberculosis infection
Pitcher, M. J., Bowness, R., Dobson, S. A. & Gillespie, S. H., 23 Aug 2018, In : Applied Network Science. 3, 21 p., 33.Research output: Contribution to journal ? Article