Keele Research Repository

Article

Briggs, C ORCID: https://orcid.org/0000-0003-2069-3484, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Andras, P ORCID: https://orcid.org/0000-0002-9321-3296 (2020) Federated learning with hierarchical clustering of local updates to improve training on non-IID data. 2020 International Joint Conference on Neural Networks (IJCNN).

Briggs, SJ, Cage, AG ORCID: https://orcid.org/0000-0001-9992-9757 and Briggs, C ORCID: https://orcid.org/0000-0003-2069-3484 (2017) How Do UK Environmental Publishers Use Facebook to Engage Users with Sustainability? Meliora: International Journal of Student Sustainability Research, 1 (1).

Briggs, C ORCID: https://orcid.org/0000-0003-2069-3484, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Andras, PE ORCID: https://orcid.org/0000-0002-9321-3296 Federated Learning for Short-term Residential Energy Demand Forecasting. arXiv.org. (Unpublished)

Book Section

Briggs, C ORCID: https://orcid.org/0000-0003-2069-3484, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Andras, P ORCID: https://orcid.org/0000-0002-9321-3296 (2021) A Review of Privacy-preserving Federated Learning for the Internet-of-Things. In: Federated Learning Systems: Towards Next Generation AI. Springer, pp. 21-50.

Conference or Workshop Item

Briggs, C ORCID: https://orcid.org/0000-0003-2069-3484, Fan, Z ORCID: https://orcid.org/0000-0002-5575-1536 and Andras, P ORCID: https://orcid.org/0000-0002-9321-3296 (2021) Privacy Preserving Demand Forecasting to Encourage Consumer Acceptance of Smart Energy Meters. In: NeurIPS 2020 Workshop Tackling Climate Change with Machine Learning, 6-12 Dec 2021.

De Quincey, EJ, Briggs, C, Kyriacou, T and Waller, RI (2018) Student Centred Design of a Learning Analytics System. In: 9th International Conference on Learning Analytics and Knowledge (LAK19), 4-8 Mar 2019, Tempe, Arizona. (In Press)