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ORCIDXiufeng Liu
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[j38]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: 111362 (2024)- [j37]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: 111869 (2024) - [j36]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: 110320 (2024) - [j35]Jingyi Zhu, Xiufeng Liu:
An integrated intrusion detection framework based on subspace clustering and ensemble learning. Comput. Electr. Eng. 115: 109113 (2024) - [j34]Yuan Zhao, Yaohui Huang, Zhijin Wang, Xiufeng Liu:
Carbon futures price forecasting based on feature selection. Eng. Appl. Artif. Intell. 135: 108646 (2024) - [j33]Yuan Zhao, Yaohui Huang, Zhijin Wang, Xiufeng Liu:
A new feature selection method based on importance measures for crude oil return forecasting. Neurocomputing 581: 127470 (2024) - [j32]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): 23170-23185 (2024) - [j31]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): 3433-3437 (2024) - [j30]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: 1-16 (2024) - [j29]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): 10249-10258 (2024) - [j28]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): 3445-3456 (2024) - [c36]Nadeem Iftikhar, Yi-Chen Lin, Xiufeng Liu, Finn Ebertsen Nordbjerg:
Online Machine Learning for Adaptive Ballast Water Management. DATA 2024: 27-38 - [c35]Dong Xiang, Xu Cheng, Sizhuo Chen, Mengna Liu, Fan Shi, Xiufeng Liu:
Multiscale Wavelet-Driven Transformerfor Blade Icing Detection. FAIML 2024: 204-210 - [c34]Xiufeng Liu, Zhongqiu Zhao, Chen Ding:
Style-ACAE: Adversarial Capsule Autoencoder with Styles. ICME 2024: 1-6 - [c33]Ruyu Liu, Zhengzhe Liu, Haoyu Zhang, Guodao Zhang, Jianhua Zhang, Sunbo, Weiguo Sheng, Xiufeng Liu, Yaochu Jin:
ColVO: Colonoscopic Visual Odometry Considering Geometric and Photometric Consistency. ACM Multimedia 2024: 8100-8109 - [i14]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 abs/2402.09434 (2024) - [i13]Pengshuai Yao, Mengna Liu, Xu Cheng, Fan Shi, Huan Li, Xiufeng Liu, Shengyong Chen:
An End-to-End Model for Time Series Classification In the Presence of Missing Values. CoRR abs/2408.05849 (2024) - 2023
- [j27]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: 39-105 (2023) - [j26]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: 107694 (2023) - [j25]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): 13876-13894 (2023) - [j24]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: 119164 (2023) - [j23]Encheng Wang, Xiufeng Liu, Jiyin Wan:
An improved filtering algorithm for indoor localization based on DE-PSO-BPNN. J. Intell. Fuzzy Syst. 44(6): 9513-9525 (2023) - [j22]Encheng Wang, Xiufeng Liu, Jiyin Wan:
An adaptive indoor localization model based on Cauchy-PSO optimized BPNN. J. Intell. Fuzzy Syst. 45(1): 1015-1027 (2023) - [j21]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: 100507 (2023) - [j20]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): 3277-3304 (2023) - [j19]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: 1-5 (2023) - [j18]Ezhilarasi P., Ramesh L., Xiufeng Liu, Jens Bo Holm-Nielsen:
Smart Meter Synthetic Data Generator development in python using FBProphet. Softw. Impacts 15: 100468 (2023) - [j17]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: 1-11 (2023) - [j16]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): 15907-15919 (2023) - [c32]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: 1037-1042 - [c31]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: 1595-1600 - [c30]Xiufeng Liu, Xu Cheng, Yanyan Yang, Huan Huo, Yongping Liu, Per Sieverts Nielsen:
Understanding crowd energy consumption behaviors. EDBT 2023: 799-802 - [c29]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: 550-557 - [c28]Ting Huang, Xike Xie, Xiufeng Liu:
Multi-level Correlation Matching for Legal Text Similarity Modeling with Multiple Examples. WISE 2023: 621-632 - [i12]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 abs/2304.03812 (2023) - 2022
- [j15]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): 8487-8497 (2022) - [j14]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): 2558-2570 (2022) - [i11]Wenjing Dai, Xiufeng Liu, Alfred Heller, Per Sieverts Nielsen:
Smart Meter Data Anomaly Detection using Variational Recurrent Autoencoders with Attention. CoRR abs/2206.07519 (2022) - [i10]Xu Cheng, Chendan Li, Xiufeng Liu:
A Review of Federated Learning in Energy Systems. CoRR abs/2208.10941 (2022) - 2021
- [j13]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): 3637-3647 (2021) - [c27]Weiping Qu, Xiufeng Liu, Stefan Dessloch:
A Workload-Aware Change Data Capture Framework for Data Warehousing. DaWaK 2021: 222-231 - [c26]Wenjing Dai, Xiufeng Liu, Alfred Heller, Per Sieverts Nielsen:
Smart Meter Data Anomaly Detection Using Variational Recurrent Autoencoders with Attention. INTAP 2021: 311-324 - [c25]Marco Biemann, Xiufeng Liu, Yifeng Zeng, Lizhen Huang:
Addressing partial observability in reinforcement learning for energy management. BuildSys@SenSys 2021: 324-328 - 2020
- [j12]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: 68226-68238 (2020) - [j11]Yanling Zhou, Yanyan Yang, Han Liu, Xiufeng Liu, Nick Savage:
Deep Learning Based Fusion Approach for Hate Speech Detection. IEEE Access 8: 128923-128929 (2020) - [c24]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: 579-582 - [c23]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: 733-742 - [i9]Junqi Wu, Zhibin Niu, Jing Wu, Xiufeng Liu, Jiawan Zhang:
E3: Visual Exploration of Spatiotemporal Energy Demand. CoRR abs/2006.09487 (2020) - [i8]Xiufeng Liu, Rongling Li, Yi Wang, Per Sieverts Nielsen:
SEGSys: A mapping system for segmentation analysis in energy. CoRR abs/2012.06446 (2020)
2010 – 2019
- 2019
- [j10]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: 586-600 (2019) - [c22]Xiufeng Liu, Simon Bolwig, Per Sieverts Nielsen:
SmartM: A Non-intrusive Load Monitoring Platform. BIS (Workshops) 2019: 424-434 - [i7]Samiya Khan, Xiufeng Liu, Syed Arshad Ali, Mansaf Alam:
Storage Solutions for Big Data Systems: A Qualitative Study and Comparison. CoRR abs/1904.11498 (2019) - [i6]Samiya Khan, Xiufeng Liu, Mansaf Alam:
A Spark ML driven preprocessing approach for deep learning based scholarly data applications. CoRR abs/1911.07763 (2019) - [i5]Samiya Khan, Xiufeng Liu, Syed Arshad Ali, Mansaf Alam:
Bivariate, Cluster and Suitability Analysis of NoSQL Solutions for Different Application Areas. CoRR abs/1911.11181 (2019) - 2018
- [j9]Xiufeng Liu, Per Sieverts Nielsen:
Scalable prediction-based online anomaly detection for smart meter data. Inf. Syst. 77: 34-47 (2018) - [c21]Liang Liu, Huan Huo, Xiufeng Liu, Vasile Palade, Dunlu Peng, Qingkui Chen:
Recognizing Textual Entailment with Attentive Reading and Writing Operations. DASFAA (1) 2018: 847-860 - [c20]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: 698-701 - 2017
- [j8]Samiya Khan, Xiufeng Liu, Kashish Ara Shakil, Mansaf Alam:
A survey on scholarly data: From big data perspective. Inf. Process. Manag. 53(4): 923-944 (2017) - [j7]Xiufeng Liu, Alfred Heller, Per Sieverts Nielsen:
CITIESData: a smart city data management framework. Knowl. Inf. Syst. 53(3): 699-722 (2017) - [j6]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): 2:1-2:39 (2017) - [c19]Xiufeng Liu, Per Sieverts Nielsen:
Air Quality Monitoring System and Benchmarking. DaWaK 2017: 459-470 - [c18]Xiufeng Liu, Per Sieverts Nielsen, Alfred Heller, Panagiota Gianniou:
SciCloud: A Scientific Cloud and Management Platform for Smart City Data. DEXA Workshops 2017: 27-31 - [c17]Huan Huo, Xiufeng Liu, Deyuan Zheng, Zonghan Wu, Shengwei Yu, Liang Liu:
Collaborative Filtering Fusing Label Features Based on SDAE. ICDM 2017: 223-236 - [c16]Nadeem Iftikhar, Xiufeng Liu, Sergiu Danalachi, Finn Ebertsen Nordbjerg, Jens Henrik Vollesen:
A Scalable Smart Meter Data Generator Using Spark. OTM Conferences (1) 2017: 21-36 - 2016
- [j5]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): 32-50 (2016) - [c15]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: 150-163 - [c14]Xiufeng Liu, Nadeem Iftikhar, Per Sieverts Nielsen, Alfred Heller:
Online Anomaly Energy Consumption Detection Using Lambda Architecture. DaWaK 2016: 193-209 - [c13]Nadeem Iftikhar, Xiufeng Liu, Finn Ebertsen Nordbjerg, Sergiu Danalachi:
A Prediction-Based Smart Meter Data Generator. NBiS 2016: 173-180 - [i4]Xiufeng Liu, Per Sieverts Nielsen:
Regression-based Online Anomaly Detection for Smart Grid Data. CoRR abs/1606.05781 (2016) - [i3]Xiufeng Liu, Per Sieverts Nielsen:
A Hybrid ICT-Solution for Smart Meter Data Analytics. CoRR abs/1606.05787 (2016) - 2015
- [c12]Nadeem Iftikhar, Xiufeng Liu, Finn Ebertsen Nordbjerg:
Relational-Based Sensor Data Cleansing. ADBIS (Short Papers and Workshops) 2015: 108-118 - [c11]Xiufeng Liu, Lukasz Golab, Wojciech M. Golab, Ihab F. Ilyas:
Benchmarking Smart Meter Data Analytics. EDBT 2015: 385-396 - [c10]Xiufeng Liu, Lukasz Golab, Ihab F. Ilyas:
SMAS: A smart meter data analytics system. ICDE 2015: 1476-1479 - [c9]Xiufeng Liu, Nadeem Iftikhar:
An ETL optimization framework using partitioning and parallelization. SAC 2015: 1015-1022 - 2014
- [c8]Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen:
CloudETL: scalable dimensional ETL for hive. IDEAS 2014: 195-206 - [c7]Xiufeng Liu, Nadeem Iftikhar, Xike Xie:
Survey of real-time processing systems for big data. IDEAS 2014: 356-361 - [i2]Xiufeng Liu:
Two-level Data Staging ETL for Transaction Data. CoRR abs/1409.1636 (2014) - [i1]Xiufeng Liu:
Optimizing ETL Dataflow Using Shared Caching and Parallelization Methods. CoRR abs/1409.1639 (2014) - 2013
- [j4]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: 1-31 (2013) - [c6]Xiufeng Liu, Nadeem Iftikhar:
Ontology-Based Big Dimension Modeling in Data Warehouse Schema Design. BIS 2013: 75-87 - 2012
- [j3]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): 60-72 (2012) - [j2]Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen:
MapReduce-based Dimensional ETL Made Easy. Proc. VLDB Endow. 5(12): 1882-1885 (2012) - [c5]Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen:
3XL: An Efficient DBMS-Based Triple-Store. DEXA Workshops 2012: 284-288 - 2011
- [j1]Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen:
3XL: Supporting efficient operations on very large OWL Lite triple-stores. Inf. Syst. 36(4): 765-781 (2011) - [c4]Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen:
ETLMR: A Highly Scalable Dimensional ETL Framework Based on MapReduce. DaWaK 2011: 96-111 - [c3]Dingying Tan, Pingping Chen, Huiling Liu, Xiufeng Liu:
Application of color transferring base on Reinhard algorithm. EMEIT 2011: 3611-3614 - [c2]Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen:
The ETLMR MapReduce-Based ETL Framework. SSDBM 2011: 586-588
2000 – 2009
- 2009
- [c1]Haisheng Gao, Jinxing Cai, Xiufeng Liu:
Automatic Grading of the Post-Harvest Fruit: A Review. CCTA 2009: 141-146
Coauthor Index
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