Prof Simon Dobson

Professor

Head of School

Researcher profile

Phone

+44 (0)1334 461626

Email

sd80@st-andrews.ac.uk

Office

C1.17

Location

Jack Cole Building (Computer Science )

Office hours

PhD supervision

• Xue Guo
• Peter Mann

Selected publications

• 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

• 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

• 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 8780572

  Research output: Chapter in Book/Report/Conference proceeding ? Conference contribution

• 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

• 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. 1-19

  Research output: Contribution to journal ? Article

• 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 - 834

  Research output: Contribution to journal ? Article

• 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 Society

  Research output: Chapter in Book/Report/Conference proceeding ? Conference contribution

• simplicial: Simplicial topology in Python

  Dobson, S. A., 19 Sep 2019

  Research output: Non-textual form ? Software

• 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

• 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

See more publications