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XIAOMIN CHANG
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Cited by
Year
Edge-based energy management for smart homes
C Xia, W Li, X Chang, FC Delicato, T Yang, AY Zomaya
2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th …, 2018
412018
From insight to impact: Building a sustainable edge computing platform for smart homes
X Chang, W Li, C Xia, J Ma, J Cao, SU Khan, AY Zomaya
2018 IEEE 24th International Conference on Parallel and Distributed Systems …, 2018
352018
Short-term load forecasting based on the transformer model
Z Zhao, C Xia, L Chi, X Chang, W Li, T Yang, AY Zomaya
information 12 (12), 516, 2021
272021
A lightweight short-term photovoltaic power prediction for edge computing
X Chang, W Li, AY Zomaya
IEEE Transactions on Green Communications and Networking 4 (4), 946-955, 2020
272020
Interpretable machine learning in sustainable edge computing: A case study of short-term photovoltaic power output prediction
X Chang, W Li, J Ma, T Yang, AY Zomaya
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
252020
Real-time predictive control for chemical distribution in sewer networks using improved elephant herding optimization
J Li, W Li, X Chang, K Sharma, Z Yuan
IEEE Transactions on Industrial Informatics 18 (1), 571-581, 2020
142020
A sustainable and user-behavior-aware cyber-physical system for home energy management
W Li, X Chang, J Cao, T Yang, Y Sun, AY Zomaya
ACM Transactions on Cyber-Physical Systems 3 (4), 1-24, 2019
142019
User privacy leakages from federated learning in NILM applications
Y Shi, W Li, X Chang, AY Zomaya
Proceedings of the 8th ACM International Conference on Systems for Energy …, 2021
82021
Fed-GBM: A cost-effective federated gradient boosting tree for non-intrusive load monitoring
X Chang, W Li, AY Zomaya
Proceedings of the Thirteenth ACM International Conference on Future Energy …, 2022
62022
Transferable tree-based ensemble model for non-intrusive load monitoring
X Chang, W Li, C Xia, Q Yang, J Ma, T Yang, AY Zomaya
IEEE Transactions on Sustainable Computing 7 (4), 970-981, 2022
62022
An adaptive multi-objective salp swarm algorithm for efficient demand side management
Z Zhao, C Xia, L Chi, X Chang, W Li, T Yang, AY Zomaya
2020 IEEE 17th International Conference on Mobile Ad Hoc and Sensor Systems …, 2020
52020
A case study of developing an intelligent management system for energy internet
L Chi, Z Zhao, C Xia, X Chang
2020 IEEE International Conference on Energy Internet (ICEI), 69-73, 2020
42020
Lightweight online scheduling for home energy management systems under uncertainty
C Xia, W Li, X Chang, T Zhao, AY Zomaya
IEEE Transactions on Sustainable Computing 7 (4), 887-898, 2022
32022
On enabling collaborative non-intrusive load monitoring for sustainable smart cities
Y Shi, W Li, X Chang, T Yang, Y Sun, AY Zomaya
Scientific Reports 13 (1), 6569, 2023
22023
Online energy management under uncertainty for net-zero energy ecosystems
C Xia, W Li, X Chang, AY Zomaya
Proceedings of the International Conference on Internet-of-Things Design and …, 2021
12021
Unraveling Pain Levels: A Data-Uncertainty Guided Approach for Effective Pain Assessment
X Ji, X Chang, W Li, AY Zomaya
Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22167 …, 2024
2024
Taming the Domain Shift in Multi-source Learning for Energy Disaggregation
X Chang, W Li, Y Shi, AY Zomaya
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
2023
A rank-based multiple-choice secretary algorithm for minimising microgrid operating cost under uncertainties
C Xia, W Li, X Chang, T Yang, AY Zomaya
Frontiers in Energy 17 (2), 198-210, 2023
2023
Intelligent Data Analysis for Energy Management
X Chang
University of Sydney, 2023
2023
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