Shuang Dai

According to our database, Shuang Dai authored at least 13 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Multiscale and Real-Time Load Forecasting: A Universal Online Functional Data Analysis Framework.

Shuang Dai, Fanlin Meng, Peizhi Shi

IEEE Trans. Engineering Management, 2026

2025

Localization Matters Too: How Localization Error Affects UAV Flight: "All Models are Wrong but Some are Useful." - George Box.

Suquan Zhang, Yuanfan Xu, Shuang Dai, Shu'ang Yu, Qingmin Liao, Jincheng Yu, Yu Wang

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2025

2024

New forest-based approaches for sufficient dimension reduction.

Shuang Dai, Ping Wu, Zhou Yu

Stat. Comput., October, 2024

Dynamic Load Usage Behavior Simulation in Smart Grids: A Data-Driven Approach in Urban Buildings.

Shuang Dai, Fanlin Meng

Proceedings of the Winter Simulation Conference, 2024

2023

Addressing modern and practical challenges in machine learning: a survey of online federated and transfer learning.

Shuang Dai, Fanlin Meng

Appl. Intell., May, 2023

A distributed and real-time machine learning framework for smart meter big data.

Shuang Dai

PhD thesis, 2023

FederatedNILM: A Distributed and Privacy-Preserving Framework for Non-Intrusive Load Monitoring Based on Federated Deep Learning.

Shuang Dai, Fanlin Meng, Qian Wang, Xizhong Chen

Proceedings of the International Joint Conference on Neural Networks, 2023

Tobacco Quality Prediction in Tobacco Machine Drying Based on Data-Driven Deep Reinforcement Learning.

Shuang Dai, Zhengping Zhou, Jiawei Fan, Huancheng Guo

Proceedings of the 4th International Conference on Machine Learning and Computer Application, 2023

2022

DP²-NILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring.

Shuang Dai, Fanlin Meng, Qian Wang, Xizhong Chen

CoRR, 2022

2021

Electrical peak demand forecasting- A review.

Shuang Dai, Fanlin Meng, Hongsheng Dai, Qian Wang, Xizhong Chen

CoRR, 2021

A telehealth framework for dementia care: an ADLs patterns recognition model for patients based on NILM.

Shuang Dai, Qian Wang, Fanlin Meng

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Energy Forecasting with Building Characteristics Analysis.

Shuang Dai, Fanlin Meng

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2018

Back analysis for mechanical parameters of surrounding rock for underground roadways based on new neural network.

Wei Gao, Dongliang Chen, Shuang Dai, Xu Wang

Eng. Comput., 2018