Publications per year
Publications per year
Personal profile
Research areas
- Smart Meter Data Analytics
- Data Warehousing
- Big Data
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, Aalborg university, Denmark
… → 2012
External positions
Research scientist, IBM Canada
2013 → 2014
Postdoc, University of Waterloo, Canada
2013 → 2014
Research assistant, Åbo Akademi University, Finland
2006 → 2008
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Collaborations and top research areas from the last five years
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Publications
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A privacy-preserving heterogeneous federated learning framework with class imbalance learning for electricity theft detection
Wen, H., Liu, X., Lei, B., Yang, M., Cheng, X. & Chen, Z., 2025, In: Applied Energy. 378, 124789.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile6 Downloads (Pure) -
A Federated Learning Framework for Cloud-Edge Collaborative Fault Diagnosis of Wind Turbines
Jiang, G., Zhao, K., Liu, X., Cheng, X. & Xie, P., 2024, In: Ieee Internet of Things Journal. 11, 3, p. 23170 - 23185Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile45 Downloads (Pure) -
A holistic sustainability framework for remanufacturing under uncertainty
Liu, C., Yang, Y. & Liu, X., 2024, In: Journal of Manufacturing Systems. 76, p. 540-552 13 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile6 Downloads (Pure) -
A new feature selection method based on importance measures for crude oil return forecasting
Zhao, Y., Huang, Y., Wang, Z. & Liu, X., 2024, (Accepted/In press) In: Neurocomputing. 127470.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile30 Downloads (Pure) -
An integrated intrusion detection framework based on subspace clustering and ensemble learning
Zhu, J. & Liu, X., 2024, In: Computers and Electrical Engineering. 115, 109113.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile49 Downloads (Pure)
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ANSWER: A heterogeneous distributed prediction model for wind-solar energy production
Liu, X. (Main Supervisor) & Cheng, X. (Project Participant)
01/04/2024 → 31/03/2026
Project: Research
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BEGONIA: Enabling the Internet of Energy and Optimized Transport through Cross-Border Digital Platforms
Liu, X. (Project Participant), Ebrahimy, R. (PI), Zhang, X. (Project Participant) & Banaei, M. (Project Participant)
01/01/2024 → 31/03/2026
Project: Research
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RE-INTEGRATE: Rethinking approaches and tools for an integrated transdisciplinary assessment of climate-compatible energy strategies in the African Union and the European Union
Liu, X. (Project Participant), Nielsen, P. S. (Project Participant) & Zhang, X. (Project Participant)
01/09/2023 → 31/08/2027
Project: Research
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RES4CITY: Renewable Energies System for Cities
Sari, R. (PI), Nielsen, P. S. (Project Participant), Liu, X. (Project Participant) & Bergaentzlé, C. (Project Participant)
01/10/2022 → 30/09/2025
Project: Research
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Reinforcement Learning for Automous Building Energy Management
Biemann, M. (PhD Student), Garcia, D. A. (Examiner), Liu, Y. (Examiner), Liu, X. (Main Supervisor) & Huang, L. (Supervisor)
01/12/2019 → 10/07/2023
Project: PhD
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Analysis and Visualization of Urban Emission Measurements in Smart Cities
Liu, X. (Guest lecturer)
Mar 2018Activity: Talks and presentations › Conference presentations
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The Architecture Development of Smart Meter Controlling System in dynamic IP addresses environment
Kewo, A. (Speaker), Nielsen, P. S. (Other) & Liu, X. (Other)
1 Mar 2018Activity: Talks and presentations › Conference presentations
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User Activity Simulation for Residential Buildings
Liu, X. (Guest lecturer)
2 Oct 2018Activity: Talks and presentations › Conference presentations
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Modelling of electricity consumption in one of the world’s most populous cities–Jakarta,Indonesia
Kewo, A. (Speaker), Nielsen, P. S. (Other) & Liu, X. (Other)
4 Oct 2017Activity: Talks and presentations › Conference presentations
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18th International Conference on Big Data Analytics and Knowledge Discovery
Liu, X. (Participant)
6 Sept 2016Activity: Attending an event › Participating in or organising a conference