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Shuang Dai
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Addressing modern and practical challenges in machine learning: A survey of online federated and transfer learning
S Dai, F Meng
Applied Intelligence 53 (9), 11045-11072, 2023
292023
Federatednilm: A distributed and privacy-preserving framework for non-intrusive load monitoring based on federated deep learning
S Dai, F Meng, Q Wang, X Chen
2023 International Joint Conference on Neural Networks (IJCNN), 01-08, 2023
232023
DP2-NILM: A distributed and privacy-preserving framework for non-intrusive load monitoring
S Dai, F Meng, Q Wang, X Chen
Renewable and Sustainable Energy Reviews 191, 114091, 2024
122024
Electrical peak demand forecasting-A review
S Dai, F Meng, H Dai, Q Wang, X Chen
arXiv preprint arXiv:2108.01393, 2021
122021
A telehealth framework for dementia care: an ADLs patterns recognition model for patients based on NILM
S Dai, Q Wang, F Meng
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
52021
Smart Building Thermal Management: A Data-Driven Approach Based on Dynamic and Consensus Clustering
H Chen, S Dai, F Meng
Sustainability 15 (21), 15489, 2023
22023
Online model-based functional clustering and functional deep learning for load forecasting using smart meter data
S Dai, F Meng
2022 International Conference on Smart Energy Systems and Technologies (SEST …, 2022
22022
A distributed and real-time machine learning framework for smart meter big data
S Dai
University of Essex, 2023
12023
Energy Forecasting with Building Characteristics Analysis
S Dai, F Meng
2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020
12020
Dynamic Load Usage Behavior Simulation in Smart Grids: A Data-Driven Approach in Urban Buildings
S Dai, F Meng
2024 Winter Simulation Conference (WSC), 762-773, 2024
2024
Addressing modern and practical challenges in machine learning: a survey of online federated and transfer learning
FM Shuang Dai
Applied Intelligence 53 (9), 11045–11072, 2022
2022
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