Online Anomaly Energy Consumption Detection Using Lambda Architecture. - Xiufeng Liu; Nadeem Iftikhar; Per Sieverts Nielsen; Alfred Heller (DaWaK, 2016)

Regression-based Online Anomaly Detection for Smart Grid Data. - Xiufeng Liu; Per Sieverts Nielsen (CoRR, 2016)

A Hybrid ICT-Solution for Smart Meter Data Analytics. - Xiufeng Liu; Per Sieverts Nielsen (CoRR, 2016)

Optimizing ETL by a Two-Level Data Staging Method. - Xiufeng Liu; Nadeem Iftikhar; Huan Huo; Per Sieverts Nielsen (Int. J. Data Warehous. Min., 2016)

Air Quality Monitoring System and Benchmarking. - Xiufeng Liu; Per Sieverts Nielsen (DaWaK, 2017)

SciCloud: A Scientific Cloud and Management Platform for Smart City Data. - Xiufeng Liu; Per Sieverts Nielsen; Alfred Heller; Panagiota Gianniou (DEXA Workshops, 2017)

CITIESData: a smart city data management framework. - Xiufeng Liu; Alfred Heller; Per Sieverts Nielsen (Knowl. Inf. Syst., 2017)

Scalable prediction-based online anomaly detection for smart meter data. - Xiufeng Liu; Per Sieverts Nielsen (Inf. Syst., 2018)

SmartM: A Non-intrusive Load Monitoring Platform. - Xiufeng Liu; Simon Bolwig; Per Sieverts Nielsen (BIS (Workshops), 2019)

Data Pre-processing Techniques in the Regional Emission's Load Profiles Case. - Angreine Kewo; Pinrolinvic Manembu; Per Sieverts Nielsen (CoDIT, 2019)

Two approaches for synthesizing scalable residential energy consumption data. - Xiufeng Liu; Nadeem Iftikhar; Huan Huo; Rongling Li; Per Sieverts Nielsen (Future Gener. Comput. Syst., 2019)

A Contextual Anomaly Detection Framework for Energy Smart Meter Data Stream. - Xiufeng Liu; Zhichen Lai 001; Xin Wang 064; Lizhen Huang; Per Sieverts Nielsen (ICONIP (5), 2020)

SEGSys: A mapping system for segmentation analysis in energy. - Xiufeng Liu; Rongling Li; Yi Wang; Per Sieverts Nielsen (CoRR, 2020)

Smart Meter Data Anomaly Detection Using Variational Recurrent Autoencoders with Attention. - Wenjing Dai; Xiufeng Liu; Alfred Heller; Per Sieverts Nielsen (INTAP, 2021)

Understanding crowd energy consumption behaviors. - Xiufeng Liu; Xu Cheng; Yanyan Yang 002; Huan Huo; Yongping Liu; Per Sieverts Nielsen (EDBT, 2023)

Framing barriers for distribution grid digitalisation: A conceptual framework for policy recommendation. - Roberto Monaco; Claire Bergaentzlé; Per Sieverts Nielsen; Konrad Sundsgaard (ISGT Asia, 2023)

Energy Community Utilising Local Surplus Heat and Electricity Sources. - Philip Simoni Conradsen; Daniel Møller Sneum; Per Sieverts Nielsen (iSPEC, 2024)

Upskilling the Workforce for Green Transition. - Per Sieverts Nielsen; Ramazan Sari; Xiufeng Liu; Xiaobing Zhang; Daniel Møller Sneum (iSPEC, 2024)

Preferences, Perceptions and Aspirations on Cooling in Indian Homes. - Neel Tamahere; Per Sieverts Nielsen (iSPEC, 2024)