Xiufeng Liu

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Per Sieverts NielsenDTU Management EngineeringPatvirtintas el. paštas dtu.dk
Nadeem Iftikhar, Ph.D.University College of Northern DenmarkPatvirtintas el. paštas ucn.dk
lizhen huangNorwegian university of sience and technologyPatvirtintas el. paštas ntnu.no
Torben Bach PedersenProfessor of Computer Science, Aalborg UniversityPatvirtintas el. paštas cs.aau.dk
Christian ThomsenAssociate Professor, Computer Science, Aalborg UniversityPatvirtintas el. paštas cs.aau.dk
Jieyang PengTsinghua UniversityPatvirtintas el. paštas tsinghua.edu.cn
Zhijin WangJimei UniversityPatvirtintas el. paštas jmu.edu.cn
Yuan ZhaoLanzhou University of TechnologyPatvirtintas el. paštas lut.edu.cn
Ihab F. IlyasUniversity of WaterlooPatvirtintas el. paštas uwaterloo.ca
Yaohui HuangPh.D. Student, Central South UniversityPatvirtintas el. paštas csu.edu.cn
Wojciech GolabUniversity of WaterlooPatvirtintas el. paštas uwaterloo.ca
Yi Wang (王毅)The University of Hong KongPatvirtintas el. paštas hku.hk
Xu ChengTechnical University of DenmarkPatvirtintas el. paštas ntnu.no
Ruyu LiuHangzhou Normal University ｜ Haixi Institutes, Chinese Academy of SciencesPatvirtintas el. paštas fjirsm.ac.cn

Stebėti

Xiufeng Liu

Department of Technology, Management and Economics, Technical University of Denmark

Patvirtintas el. paštas dtu.dk - Pagrindinis puslapis

Smart Meter Data Analytics Big data Data warehousing Energy Informatics


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
Survey of real-time processing systems for big data X Liu, N Iftikhar, X Xie Proceedings of the 18th International Database Engineering & Applications …, 2014	217	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	172	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	164	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	156	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	134	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	102	2020
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	90	2023
Smart Meter Data Analytics: Systems, Algorithms and Benchmarking X Liu, L Golab, W Golab, HF Ilyas, S Jin ACM Transaction on Database Systems, 2016	90	2016
A Hybrid ICT-Solution for Smart Meter Data Analytics X Liu, PS Nielsen Journal of Energy, 2016	82	2016
CITIESData: a smart city data management framework X Liu, A Heller, PS Nielsen Knowledge and Information Systems 53, 699-722, 2017	78	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	72	2011
Regression-based online anomaly detection for smart grid data X Liu, PS Nielsen arXiv preprint arXiv:1606.05781, 2016	68	2016
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	60	2021
Benchmarking Smart Meter Data Analytics. X Liu, L Golab, WM Golab, IF Ilyas In Proc. of EDBT 2015, 385-396, 2015	60	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	57	2016
Scalable prediction-based online anomaly detection for smart meter data X Liu, PS Nielsen Information Systems 77, 34-47, 2018	55	2018
Energy data generation with wasserstein deep convolutional generative adversarial networks J Li, Z Chen, L Cheng, X Liu Energy 257, 124694, 2022	50	2022
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	46	2021
CloudETL: scalable dimensional ETL for hive X Liu, C Thomsen, TB Pedersen Proceedings of the 18th International Database Engineering & Applications …, 2014	44	2014
Mapreduce-based dimensional etl made easy X Liu, C Thomsen, TB Pedersen PVLDB 5 (12), 1882-1885, 2012	43	2012

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