Xiufeng Liu
Xiufeng Liu
Department of Technology, Management and Economics, Technical University of Denmark
Verified email at - Homepage
Cited by
Cited by
Survey of real-time processing systems for big data
X Liu, N Iftikhar, X Xie
Proceedings of the 18th International Database Engineering & Applications …, 2014
A survey on scholarly data: From big data perspective
S Khan, X Liu, KA Shakil, M Alam
Information Processing & Management 53 (4), 923-944, 2017
Clustering-based analysis for residential district heating data
P Gianniou, X Liu, A Heller, PS Nielsen, C Rode
Energy conversion and management 165, 840-850, 2018
Electricity consumer characteristics identification: A federated learning approach
Y Wang, IL Bennani, X Liu, M Sun, Y Zhou
IEEE Transactions on Smart Grid 12 (4), 3637-3647, 2021
Experimental evaluation of model-free reinforcement learning algorithms for continuous HVAC control
M Biemann, F Scheller, X Liu, L Huang
Applied Energy 298, 117164, 2021
Deep learning based fusion approach for hate speech detection
Y Zhou, Y Yang, H Liu, X Liu, N Savage
IEEE Access 8, 128923-128929, 2020
Smart Meter Data Analytics: Systems, Algorithms and Benchmarking
X Liu, L Golab, W Golab, HF Ilyas, S Jin
ACM Transaction on Database Systems, 2016
A Hybrid ICT-Solution for Smart Meter Data Analytics
X Liu, PS Nielsen
Journal of Energy, 2016
CITIESData: a smart city data management framework
X Liu, A Heller, PS Nielsen
Knowledge and Information Systems 53, 699-722, 2017
ETLMR: a highly scalable dimensional ETL framework based on mapreduce
X Liu, C Thomsen, TB Pedersen
Data Warehousing and Knowledge Discovery, 96-111, 2011
Regression-based online anomaly detection for smart grid data
X Liu, PS Nielsen
arXiv preprint arXiv:1606.05781, 2016
Benchmarking Smart Meter Data Analytics.
X Liu, L Golab, WM Golab, IF Ilyas
In Proc. of EDBT 2015, 385-396, 2015
Online anomaly energy consumption detection using lambda architecture
X Liu, N Iftikhar, PS Nielsen, A Heller
Big Data Analytics and Knowledge Discovery: 18th International Conference …, 2016
A systematic review of data-driven approaches to fault diagnosis and early warning
P Jieyang, A Kimmig, W Dongkun, Z Niu, F Zhi, W Jiahai, X Liu, ...
Journal of Intelligent Manufacturing 34 (8), 3277-3304, 2023
Scalable prediction-based online anomaly detection for smart meter data
X Liu, PS Nielsen
Information Systems 77, 34-47, 2018
A novel deep class-imbalanced semisupervised model for wind turbine blade icing detection
X Cheng, F Shi, X Liu, M Zhao, S Chen
IEEE Transactions on Neural Networks and Learning Systems 33 (6), 2558-2570, 2021
Understanding energy demand behaviors through spatio-temporal smart meter data analysis
Z Niu, J Wu, X Liu, L Huang, PS Nielsen
Energy 226, 120493, 2021
CloudETL: scalable dimensional ETL for hive
X Liu, C Thomsen, TB Pedersen
Proceedings of the 18th International Database Engineering & Applications …, 2014
Mapreduce-based dimensional etl made easy
X Liu, C Thomsen, TB Pedersen
PVLDB 5 (12), 1882-1885, 2012
Energy data generation with wasserstein deep convolutional generative adversarial networks
J Li, Z Chen, L Cheng, X Liu
Energy 257, 124694, 2022
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