Xiufeng Liu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 65

Top Topics

Indoor Localization

Textual Entailment

Anomaly Detection

Top Venues

Publications

Renfang Wang, Hong Qiu, Guoqian Jiang, Xiufeng Liu, Xu Cheng
Class-Imbalanced Spatial-Temporal Feature Learning for Blade Icing Recognition of Wind Turbine. IEEE Trans. Ind. Informatics 20 (8) (2024)
Yuan Zhao, Weiguo Zhang, Xiufeng Liu
Grid search with a weighted error function: Hyper-parameter optimization for financial time series forecasting. Appl. Soft Comput. 154 (2024)
Jingyi Zhu, Xiufeng Liu
An integrated intrusion detection framework based on subspace clustering and ensemble learning. Comput. Electr. Eng. 115 (2024)
Haiyang Cao, Yongting Deng, Yuefei Zuo, Hongwen Li, Jianli Wang, Xiufeng Liu, Christopher H. T. Lee
Unified Interpretation of Active Disturbance Rejection Control for Electrical Drives. IEEE Trans. Circuits Syst. II Express Briefs 71 (7) (2024)
Tian Zhang, Haidong Hu, Yufeng Liang, Xiufeng Liu, Youmin Rong, Congyi Wu, Guojun Zhang, Yu Huang
A novel path planning approach to minimize machining time in laser machining of irregular micro-holes using adaptive discrete grey wolf optimizer. Comput. Ind. Eng. 193 (2024)
Yuan Zhao, Weiguo Zhang, Xue Gong, Xiufeng Liu
Carbon futures return forecasting: A novel method based on decomposition-ensemble strategy and Markov process. Appl. Soft Comput. 163 (2024)
Mengna Liu, Dong Xiang, Xu Cheng, Xiufeng Liu, Dalin Zhang, Shengyong Chen, Christian S. Jensen
Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data. CoRR (2024)
Yuan Zhao, Yaohui Huang, Zhijin Wang, Xiufeng Liu
A new feature selection method based on importance measures for crude oil return forecasting. Neurocomputing 581 (2024)
Guoqian Jiang, Kai Zhao, Xiufeng Liu, Xu Cheng, Ping Xie
A Federated Learning Framework for Cloud-Edge Collaborative Fault Diagnosis of Wind Turbines. IEEE Internet Things J. 11 (13) (2024)
Xu Cheng, Tian He, Fan Shi, Meng Zhao, Xiufeng Liu, Shengyong Chen
Selective Feature Fusion and Irregular-Aware Network for Pavement Crack Detection. IEEE Trans. Intell. Transp. Syst. 25 (5) (2024)
Yuan Zhao, Yaohui Huang, Zhijin Wang, Xiufeng Liu
Carbon futures price forecasting based on feature selection. Eng. Appl. Artif. Intell. 135 (2024)
Yifan Yin, Xu Cheng, Fan Shi, Xiufeng Liu, Huan Huo, Shengyong Chen
High-Order Spatial Interactions Enhanced Lightweight Model for Optical Remote Sensing Image-Based Small Ship Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yifan Yin, Xu Cheng, Fan Shi, Xiufeng Liu, Huan Huo, Shengyong Chen
High-order Spatial Interactions Enhanced Lightweight Model for Optical Remote Sensing Image-based Small Ship Detection. CoRR (2023)
Dongtian Zhang, Weiwei Tian, Xu Cheng, Fan Shi, Hong Qiu, Xiufeng Liu, Shengyong Chen
FedBIP: A Federated Learning-Based Model for Wind Turbine Blade Icing Prediction. IEEE Trans. Instrum. Meas. 72 (2023)
Xu Cheng, Kexin Wang, Xiufeng Liu, Qian Yu, Fan Shi, Zhengru Ren, Shengyong Chen
A Novel Class-Imbalanced Ship Motion Data-Based Cross-Scale Model for Sea State Estimation. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Encheng Wang, Xiufeng Liu, Jiyin Wan
An improved filtering algorithm for indoor localization based on DE-PSO-BPNN. J. Intell. Fuzzy Syst. 44 (6) (2023)
Ting Huang, Xike Xie, Xiufeng Liu
Multi-level Correlation Matching for Legal Text Similarity Modeling with Multiple Examples. WISE (2023)
Samiya Khan, Xiufeng Liu, Syed Arshad Ali, Mansaf Alam
Chapter Two - Bivariate, cluster, and suitability analysis of NoSQL solutions for big graph applications. Adv. Comput. 128 (2023)
Ezhilarasi P., Ramesh L., Xiufeng Liu, Jens Bo Holm-Nielsen
Smart Meter Synthetic Data Generator development in python using FBProphet. Softw. Impacts 15 (2023)
Jiacheng Gao, Xu Cheng, Xiufeng Liu, Fan Shi, Meng Zhao, Shengyong Chen
Feature Enhancement Based Multi-Feature Fusion Network for Video Anomaly Detection in Offshore Surbeillance. ICMLC (2023)
Xiufeng Liu, Xu Cheng, Yanyan Yang, Huan Huo, Yongping Liu, Per Sieverts Nielsen
Understanding crowd energy consumption behaviors. EDBT (2023)
Jieyang Peng, Andreas Kimmig, Dongkun Wang, Zhibin Niu, Fan Zhi, Jiahai Wang, Xiufeng Liu, Jivka Ovtcharova
A systematic review of data-driven approaches to fault diagnosis and early warning. J. Intell. Manuf. 34 (8) (2023)
Renfang Wang, Zijian Yang, Hong Qiu, Xiufeng Liu, Dun Wu
Spatial and Channel Exchange based on EfficientNet for Detecting Changes of Remote Sensing Images. CSCWD (2023)
Renfang Wang, Hong Qiu, Xu Cheng, Xiufeng Liu
Anomaly detection with a container-based stream processing framework for Industrial Internet of Things. J. Ind. Inf. Integr. 35 (2023)
Yongping Liu, Lizhen Huang, Xiufeng Liu, Guomin Ji, Xu Cheng, Erling Onstein
A late-mover genetic algorithm for resource-constrained project-scheduling problems. Inf. Sci. 642 (2023)
Marco Biemann, Philipp Andreas Gunkel, Fabian Scheller, Lizhen Huang, Xiufeng Liu
Data Center HVAC Control Harnessing Flexibility Potential via Real-Time Pricing Cost Optimization Using Reinforcement Learning. IEEE Internet Things J. 10 (15) (2023)
Cuicui Liu, Zhijun Xiao, Shenghong Wu, Zhen Yang, Guowen Ji, Jingjing Duan, Ting Zhou, Jinming Cao, Xiufeng Liu, Feng Xu
Multi-cohort validation study of a four-gene signature for risk stratification and treatment response prediction in hepatocellular carcinoma. Comput. Biol. Medicine 167 (2023)
Renfang Wang, Hucheng Wu, Hong Qiu, Feng Wang, Xiufeng Liu, Xu Cheng
A Difference Enhanced Neural Network for Semantic Change Detection of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Hong Qiu, Heng Jin, Renfang Wang, Xiufeng Liu, Guang Gao
Tensor Nuclear Norm Based Matrix Regression Based Projections for Feature Extraction of Hyperspectral Images. CSCWD (2023)
Encheng Wang, Xiufeng Liu, Jiyin Wan
An adaptive indoor localization model based on Cauchy-PSO optimized BPNN. J. Intell. Fuzzy Syst. 45 (1) (2023)
Wenjing Dai, Xiufeng Liu, Alfred Heller, Per Sieverts Nielsen
Smart Meter Data Anomaly Detection using Variational Recurrent Autoencoders with Attention. CoRR (2022)
Xu Cheng, Chendan Li, Xiufeng Liu
A Review of Federated Learning in Energy Systems. CoRR (2022)
Xu Cheng, Fan Shi, Yongping Liu, Jiehan Zhou, Xiufeng Liu, Lizhen Huang
A Class-Imbalanced Heterogeneous Federated Learning Model for Detecting Icing on Wind Turbine Blades. IEEE Trans. Ind. Informatics 18 (12) (2022)
Xu Cheng, Fan Shi, Xiufeng Liu, Meng Zhao, Shengyong Chen
A Novel Deep Class-Imbalanced Semisupervised Model for Wind Turbine Blade Icing Detection. IEEE Trans. Neural Networks Learn. Syst. 33 (6) (2022)
Wenjing Dai, Xiufeng Liu, Alfred Heller, Per Sieverts Nielsen
Smart Meter Data Anomaly Detection Using Variational Recurrent Autoencoders with Attention. INTAP (2021)
Yi Wang, Imane Lahmam Bennani, Xiufeng Liu, Mingyang Sun, Yao Zhou
Electricity Consumer Characteristics Identification: A Federated Learning Approach. IEEE Trans. Smart Grid 12 (4) (2021)
Weiping Qu, Xiufeng Liu, Stefan Dessloch
A Workload-Aware Change Data Capture Framework for Data Warehousing. DaWaK (2021)
Marco Biemann, Xiufeng Liu, Yifeng Zeng, Lizhen Huang
Addressing partial observability in reinforcement learning for energy management. BuildSys@SenSys (2021)
Xiufeng Liu, Zhichen Lai, Xin Wang, Lizhen Huang, Per Sieverts Nielsen
A Contextual Anomaly Detection Framework for Energy Smart Meter Data Stream. ICONIP (5) (2020)
Xiufeng Liu, Rongling Li, Yi Wang, Per Sieverts Nielsen
SEGSys: A mapping system for segmentation analysis in energy. CoRR (2020)
Xiufeng Liu, Haiyin Cao, Wei Wei, Jinzhou Wu, Bo Li, Yu Huang
A Practical Precision Control Method Base on Linear Extended State Observer and Friction Feedforward of Permanent Magnet Linear Synchronous Motor. IEEE Access 8 (2020)
Junqi Wu, Zhibin Niu, Jing Wu, Xiufeng Liu, Jiawan Zhang
: Visual Exploration of Spatiotemporal Energy Demand. CoRR (2020)
Xiufeng Liu, Zhibin Niu, Yanyan Yang, Junqi Wu, Dawei Cheng, Xin Wang
VAP: A Visual Analysis Tool for Energy Consumption Spatio-temporal Pattern Discovery. EDBT (2020)
Yanling Zhou, Yanyan Yang, Han Liu, Xiufeng Liu, Nick Savage
Deep Learning Based Fusion Approach for Hate Speech Detection. IEEE Access 8 (2020)
Samiya Khan, Xiufeng Liu, Mansaf Alam
A Spark ML driven preprocessing approach for deep learning based scholarly data applications. CoRR (2019)
Samiya Khan, Xiufeng Liu, Syed Arshad Ali, Mansaf Alam
Bivariate, Cluster and Suitability Analysis of NoSQL Solutions for Different Application Areas. CoRR (2019)
Xiufeng Liu, Simon Bolwig, Per Sieverts Nielsen
SmartM: A Non-intrusive Load Monitoring Platform. BIS (Workshops) (2019)
Xiufeng Liu, Nadeem Iftikhar, Huan Huo, Rongling Li, Per Sieverts Nielsen
Two approaches for synthesizing scalable residential energy consumption data. Future Gener. Comput. Syst. 95 (2019)
Samiya Khan, Xiufeng Liu, Syed Arshad Ali, Mansaf Alam
Storage Solutions for Big Data Systems: A Qualitative Study and Comparison. CoRR (2019)
Liang Liu, Huan Huo, Xiufeng Liu, Vasile Palade, Dunlu Peng, Qingkui Chen
Recognizing Textual Entailment with Attentive Reading and Writing Operations. DASFAA (1) (2018)
Xiufeng Liu, Per Sieverts Nielsen
Scalable prediction-based online anomaly detection for smart meter data. Inf. Syst. 77 (2018)
Dirk Ahlers, Frank Alexander Kraemer, Anders Eivind Braten, Xiufeng Liu, Fredrik Anthonisen, Patrick Driscoll, John Krogstie
Analysis and Visualization of Urban Emission Measurements in Smart Cities. EDBT (2018)
Xiufeng Liu, Per Sieverts Nielsen, Alfred Heller, Panagiota Gianniou
SciCloud: A Scientific Cloud and Management Platform for Smart City Data. DEXA Workshops (2017)
Samiya Khan, Xiufeng Liu, Kashish Ara Shakil, Mansaf Alam
A survey on scholarly data: From big data perspective. Inf. Process. Manag. 53 (4) (2017)
Nadeem Iftikhar, Xiufeng Liu, Sergiu Danalachi, Finn Ebertsen Nordbjerg, Jens Henrik Vollesen
A Scalable Smart Meter Data Generator Using Spark. OTM Conferences (1) (2017)
Xiufeng Liu, Alfred Heller, Per Sieverts Nielsen
CITIESData: a smart city data management framework. Knowl. Inf. Syst. 53 (3) (2017)
Xiufeng Liu, Per Sieverts Nielsen
Air Quality Monitoring System and Benchmarking. DaWaK (2017)
Xiufeng Liu, Lukasz Golab, Wojciech M. Golab, Ihab F. Ilyas, Shichao Jin
Smart Meter Data Analytics: Systems, Algorithms, and Benchmarking. ACM Trans. Database Syst. 42 (1) (2017)
Huan Huo, Xiufeng Liu, Deyuan Zheng, Zonghan Wu, Shengwei Yu, Liang Liu
Collaborative Filtering Fusing Label Features Based on SDAE. ICDM (2017)
Nadeem Iftikhar, Xiufeng Liu, Finn Ebertsen Nordbjerg, Sergiu Danalachi
A Prediction-Based Smart Meter Data Generator. NBiS (2016)
Xiufeng Liu, Nadeem Iftikhar, Huan Huo, Per Sieverts Nielsen
Optimizing ETL by a Two-Level Data Staging Method. Int. J. Data Warehous. Min. 12 (3) (2016)
Xiufeng Liu, Nadeem Iftikhar, Per Sieverts Nielsen, Alfred Heller
Online Anomaly Energy Consumption Detection Using Lambda Architecture. DaWaK (2016)
Xiufeng Liu, Per Sieverts Nielsen
Regression-based Online Anomaly Detection for Smart Grid Data. CoRR (2016)
Huan Huo, Xiufeng Liu, Jifeng Li, Huhu Yang, Dunlu Peng, Qingkui Chen
A Weighted K-AP Query Method for RSSI Based Indoor Positioning. ADC (2016)
Xiufeng Liu, Per Sieverts Nielsen
A Hybrid ICT-Solution for Smart Meter Data Analytics. CoRR (2016)
Nadeem Iftikhar, Xiufeng Liu, Finn Ebertsen Nordbjerg
Relational-Based Sensor Data Cleansing. ADBIS (Short Papers and Workshops) (2015)
Xiufeng Liu, Nadeem Iftikhar
An ETL optimization framework using partitioning and parallelization. SAC (2015)
Xiufeng Liu, Lukasz Golab, Wojciech M. Golab, Ihab F. Ilyas
Benchmarking Smart Meter Data Analytics. EDBT (2015)
Xiufeng Liu, Lukasz Golab, Ihab F. Ilyas
SMAS: A smart meter data analytics system. ICDE (2015)
Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen
CloudETL: scalable dimensional ETL for hive. IDEAS (2014)
Xiufeng Liu, Nadeem Iftikhar, Xike Xie
Survey of real-time processing systems for big data. IDEAS (2014)
Xiufeng Liu
Optimizing ETL Dataflow Using Shared Caching and Parallelization Methods. CoRR (2014)
Xiufeng Liu
Two-level Data Staging ETL for Transaction Data. CoRR (2014)
Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen
ETLMR: A Highly Scalable Dimensional ETL Framework Based on MapReduce. Trans. Large Scale Data Knowl. Centered Syst. 8 (2013)
Xiufeng Liu, Nadeem Iftikhar
Ontology-Based Big Dimension Modeling in Data Warehouse Schema Design. BIS (2013)
Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen
3XL: An Efficient DBMS-Based Triple-Store. DEXA Workshops (2012)
Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen
MapReduce-based Dimensional ETL Made Easy. Proc. VLDB Endow. 5 (12) (2012)
Zheng Yan, Xiufeng Liu
Internet vs. Matter: Differences in Students' Concept Development from Elementary through High School. Int. J. Cyber Behav. Psychol. Learn. 2 (4) (2012)
Dingying Tan, Pingping Chen, Huiling Liu, Xiufeng Liu
Application of color transferring base on Reinhard algorithm. EMEIT (2011)
Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen
3XL: Supporting efficient operations on very large OWL Lite triple-stores. Inf. Syst. 36 (4) (2011)
Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen
The ETLMR MapReduce-Based ETL Framework. SSDBM (2011)
Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen
ETLMR: A Highly Scalable Dimensional ETL Framework Based on MapReduce. DaWaK (2011)
Haisheng Gao, Jinxing Cai, Xiufeng Liu
Automatic Grading of the Post-Harvest Fruit: A Review. CCTA (2009)