Engineering, Mathematics and Physical Sciences Intranet
Dr Shuang Dai
Publications
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| 2024 | 2023 | 2022 | 2021 | 2020 |
2024
- Dai S, Meng F, Wang Q, Chen X. (2024) DP
2023
- Chen H, Dai S, Meng F. (2023) Smart Building Thermal Management: A Data-Driven Approach Based on Dynamic and Consensus Clustering, Sustainability, volume 15, no. 21, pages 15489-15489, DOI:10.3390/su152115489. [PDF]
- Dai S, Meng F, Wang Q, Chen X. (2023) FederatedNILM: A Distributed and Privacy-Preserving Framework for Non-Intrusive Load Monitoring Based on Federated Deep Learning, 2023 International Joint Conference on Neural Networks (IJCNN), Gold Coast Convention And Exhibition Centre Queensland, Australia, 18th Jun - 23rd Jul 2023.
2022
- Dai S, Meng F. (2022) Addressing modern and practical challenges in machine learning: a survey of online federated and transfer learning, Applied Intelligence, volume 53, no. 9, pages 11045-11072, DOI:10.1007/s10489-022-04065-3. [PDF]
- Dai S, Meng F, Wang Q, Chen X. (2022) DP$^2$-NILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring. [PDF]
2021
- Dai S, Wang Q, Meng F. (2021) A telehealth framework for dementia care: an ADLs patterns recognition model for patients based on NILM, 2021 International Joint Conference on Neural Networks (IJCNN), 18th - 22nd Jul 2021, 2021 International Joint Conference on Neural Networks (IJCNN), DOI:10.1109/ijcnn52387.2021.9534058. [PDF]
- Dai S, Meng F, Dai H, Wang Q, Chen X. (2021) Electrical peak demand forecasting- A review. [PDF]
2020
- Dai S, Meng F. (2020) Energy Forecasting with Building Characteristics Analysis, 2020 International Joint Conference on Neural Networks (IJCNN), 19th - 24th Jul 2020, 2020 International Joint Conference on Neural Networks (IJCNN), DOI:10.1109/ijcnn48605.2020.9207402. [PDF]
Showing 8 publications from Symplectic.