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Juan Ye

Person

Juan Ye
Postal address:
School of Computer Science
North Haugh
St Andrews
Fife
United Kingdom

Email: jy31@st-andrews.ac.uk

Direct phone: +44 (0)1334 463258

 https://orcid.org/0000-0002-2838-6836

PhD research projects available

Human activity recognition; sensor data analysis, smart environments; context awareness; uncertainty reasoning; temporal reasoning; ontologies; mobile computing; wearable assistive technologies; multi-sensory integration

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Research publications (58)

  1. Continual learning in human activity recognition: an empirical analysis of regularization

    Jha, S., Schiemer, M. & Ye, J., 1 Jul 2020, (Accepted/In press) Proceedings of Machine Learning Research. p. 1-4 4 p.

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

  2. 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

  3. Evolving models for incrementally learning emerging activities

    Ye, J. & Callus, E., 21 Jul 2020, In: Journal of Ambient Intelligence and Smart Environments. 12, 4, p. 313-325 13 p.

    Research output: Contribution to journal › Article › peer-review

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Funded projects (2)

  1. Standby Battery State of Health: Standby Battery State of Health

    Ye, J.

    Scottish Funding Council

    1/08/20 → 31/10/20

    Project: Standard

  2. Tapoly - Bespoke Insurance Platform: Applying AI to deliver on demand insurance

    Ye, J.

    Innovate UK

    1/03/19 → 29/02/20

    Project: Standard

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