Xiufeng Liu

Orcid: 0000-0001-5133-6688

According to our database1, Xiufeng Liu authored at least 85 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Class-Imbalanced Spatial-Temporal Feature Learning for Blade Icing Recognition of Wind Turbine.
IEEE Trans. Ind. Informatics, August, 2024

Unified Interpretation of Active Disturbance Rejection Control for Electrical Drives.
IEEE Trans. Circuits Syst. II Express Briefs, July, 2024

A Federated Learning Framework for Cloud-Edge Collaborative Fault Diagnosis of Wind Turbines.
IEEE Internet Things J., July, 2024

Selective Feature Fusion and Irregular-Aware Network for Pavement Crack Detection.
IEEE Trans. Intell. Transp. Syst., May, 2024

High-Order Spatial Interactions Enhanced Lightweight Model for Optical Remote Sensing Image-Based Small Ship Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

A new feature selection method based on importance measures for crude oil return forecasting.
Neurocomputing, 2024

Carbon futures price forecasting based on feature selection.
Eng. Appl. Artif. Intell., 2024

An End-to-End Model for Time Series Classification In the Presence of Missing Values.
CoRR, 2024

Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data.
CoRR, 2024

An integrated intrusion detection framework based on subspace clustering and ensemble learning.
Comput. Electr. Eng., 2024

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., 2024

Grid search with a weighted error function: Hyper-parameter optimization for financial time series forecasting.
Appl. Soft Comput., 2024

Carbon futures return forecasting: A novel method based on decomposition-ensemble strategy and Markov process.
Appl. Soft Comput., 2024

ColVO: Colonoscopic Visual Odometry Considering Geometric and Photometric Consistency.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Style-ACAE: Adversarial Capsule Autoencoder with Styles.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Multiscale Wavelet-Driven Transformerfor Blade Icing Detection.
Proceedings of the 2024 3rd International Conference on Frontiers of Artificial Intelligence and Machine Learning, 2024

Online Machine Learning for Adaptive Ballast Water Management.
Proceedings of the 13th International Conference on Data Science, 2024

2023
A Novel Class-Imbalanced Ship Motion Data-Based Cross-Scale Model for Sea State Estimation.
IEEE Trans. Intell. Transp. Syst., December, 2023

A systematic review of data-driven approaches to fault diagnosis and early warning.
J. Intell. Manuf., December, 2023

Multi-cohort validation study of a four-gene signature for risk stratification and treatment response prediction in hepatocellular carcinoma.
Comput. Biol. Medicine, December, 2023

Anomaly detection with a container-based stream processing framework for Industrial Internet of Things.
J. Ind. Inf. Integr., October, 2023

Data Center HVAC Control Harnessing Flexibility Potential via Real-Time Pricing Cost Optimization Using Reinforcement Learning.
IEEE Internet Things J., August, 2023

Smart Meter Synthetic Data Generator development in python using FBProphet.
Softw. Impacts, March, 2023

FedBIP: A Federated Learning-Based Model for Wind Turbine Blade Icing Prediction.
IEEE Trans. Instrum. Meas., 2023

A Difference Enhanced Neural Network for Semantic Change Detection of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2023

An adaptive indoor localization model based on Cauchy-PSO optimized BPNN.
J. Intell. Fuzzy Syst., 2023

An improved filtering algorithm for indoor localization based on DE-PSO-BPNN.
J. Intell. Fuzzy Syst., 2023

A late-mover genetic algorithm for resource-constrained project-scheduling problems.
Inf. Sci., 2023

Chapter Two - Bivariate, cluster, and suitability analysis of NoSQL solutions for big graph applications.
Adv. Comput., 2023

Multi-level Correlation Matching for Legal Text Similarity Modeling with Multiple Examples.
Proceedings of the Web Information Systems Engineering - WISE 2023, 2023

Feature Enhancement Based Multi-Feature Fusion Network for Video Anomaly Detection in Offshore Surbeillance.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2023

Understanding crowd energy consumption behaviors.
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

Spatial and Channel Exchange based on EfficientNet for Detecting Changes of Remote Sensing Images.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

Tensor Nuclear Norm Based Matrix Regression Based Projections for Feature Extraction of Hyperspectral Images.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

2022
A Novel Deep Class-Imbalanced Semisupervised Model for Wind Turbine Blade Icing Detection.
IEEE Trans. Neural Networks Learn. Syst., 2022

A Class-Imbalanced Heterogeneous Federated Learning Model for Detecting Icing on Wind Turbine Blades.
IEEE Trans. Ind. Informatics, 2022

A Review of Federated Learning in Energy Systems.
CoRR, 2022

2021
Electricity Consumer Characteristics Identification: A Federated Learning Approach.
IEEE Trans. Smart Grid, 2021

Addressing partial observability in reinforcement learning for energy management.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

Smart Meter Data Anomaly Detection Using Variational Recurrent Autoencoders with Attention.
Proceedings of the Intelligent Technologies and Applications, 2021

A Workload-Aware Change Data Capture Framework for Data Warehousing.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2021

2020
SEGSys: A mapping system for segmentation analysis in energy.
CoRR, 2020

E<sup>3</sup>: Visual Exploration of Spatiotemporal Energy Demand.
CoRR, 2020

Deep Learning Based Fusion Approach for Hate Speech Detection.
IEEE Access, 2020

A Practical Precision Control Method Base on Linear Extended State Observer and Friction Feedforward of Permanent Magnet Linear Synchronous Motor.
IEEE Access, 2020

A Contextual Anomaly Detection Framework for Energy Smart Meter Data Stream.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

VAP: A Visual Analysis Tool for Energy Consumption Spatio-temporal Pattern Discovery.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

2019
Two approaches for synthesizing scalable residential energy consumption data.
Future Gener. Comput. Syst., 2019

Bivariate, Cluster and Suitability Analysis of NoSQL Solutions for Different Application Areas.
CoRR, 2019

A Spark ML driven preprocessing approach for deep learning based scholarly data applications.
CoRR, 2019

Storage Solutions for Big Data Systems: A Qualitative Study and Comparison.
CoRR, 2019

SmartM: A Non-intrusive Load Monitoring Platform.
Proceedings of the Business Information Systems Workshops, 2019

2018
Scalable prediction-based online anomaly detection for smart meter data.
Inf. Syst., 2018

Analysis and Visualization of Urban Emission Measurements in Smart Cities.
Proceedings of the 21st International Conference on Extending Database Technology, 2018

Recognizing Textual Entailment with Attentive Reading and Writing Operations.
Proceedings of the Database Systems for Advanced Applications, 2018

2017
Smart Meter Data Analytics: Systems, Algorithms, and Benchmarking.
ACM Trans. Database Syst., 2017

CITIESData: a smart city data management framework.
Knowl. Inf. Syst., 2017

A survey on scholarly data: From big data perspective.
Inf. Process. Manag., 2017

A Scalable Smart Meter Data Generator Using Spark.
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017

Collaborative Filtering Fusing Label Features Based on SDAE.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2017

SciCloud: A Scientific Cloud and Management Platform for Smart City Data.
Proceedings of the 28th International Workshop on Database and Expert Systems Applications, 2017

Air Quality Monitoring System and Benchmarking.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

2016
Optimizing ETL by a Two-Level Data Staging Method.
Int. J. Data Warehous. Min., 2016

A Hybrid ICT-Solution for Smart Meter Data Analytics.
CoRR, 2016

Regression-based Online Anomaly Detection for Smart Grid Data.
CoRR, 2016

A Prediction-Based Smart Meter Data Generator.
Proceedings of the 19th International Conference on Network-Based Information Systems, 2016

Online Anomaly Energy Consumption Detection Using Lambda Architecture.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2016

A Weighted K-AP Query Method for RSSI Based Indoor Positioning.
Proceedings of the Databases Theory and Applications, 2016

2015
An ETL optimization framework using partitioning and parallelization.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

SMAS: A smart meter data analytics system.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Benchmarking Smart Meter Data Analytics.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

Relational-Based Sensor Data Cleansing.
Proceedings of the New Trends in Databases and Information Systems, 2015

2014
Optimizing ETL Dataflow Using Shared Caching and Parallelization Methods.
CoRR, 2014

Two-level Data Staging ETL for Transaction Data.
CoRR, 2014

CloudETL: scalable dimensional ETL for hive.
Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

Survey of real-time processing systems for big data.
Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

2013
ETLMR: A Highly Scalable Dimensional ETL Framework Based on MapReduce.
Trans. Large Scale Data Knowl. Centered Syst., 2013

Ontology-Based Big Dimension Modeling in Data Warehouse Schema Design.
Proceedings of the Business Information Systems - 16th International Conference, 2013

2012
MapReduce-based Dimensional ETL Made Easy.
Proc. VLDB Endow., 2012

Internet vs. Matter: Differences in Students' Concept Development from Elementary through High School.
Int. J. Cyber Behav. Psychol. Learn., 2012

3XL: An Efficient DBMS-Based Triple-Store.
Proceedings of the 23rd International Workshop on Database and Expert Systems Applications, 2012

2011
3XL: Supporting efficient operations on very large OWL Lite triple-stores.
Inf. Syst., 2011

The ETLMR MapReduce-Based ETL Framework.
Proceedings of the Scientific and Statistical Database Management, 2011

Application of color transferring base on Reinhard algorithm.
Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011

2009
Automatic Grading of the Post-Harvest Fruit: A Review.
Proceedings of the Computer and Computing Technologies in Agriculture III, 2009


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