Xiufeng Liu

Appl. Soft Comput., 2025

PULLM: A Multimodal Framework for Enhanced 3D Point Cloud Upsampling Using Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025

Causal Discovery with Inverted Self-attention for Multivariate Time Series.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

Efficient Large-Scale Scene Point Cloud Upsampling with Implicit Neural Networks and Spatial Hashing.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

SPRGAN: Streamlined Progressive Refinement for Adversarial Point Cloud Video Upsampling.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Serial Local Patterns and Irregular Dependencies Extract and Cascaded Fusion Network for Structural Crack Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

SPDM: Spatiotemporal-Periodic Diffusion Model for Multivariate Time Series Imputation.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

A Correlation-Aware Diffusion Model for Multivariate Time Series Anomaly Detection with Missing Values.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

Multi-Stage Knowledge Distillation for Progressive Image Deblurring in Teacher-Student Networks.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

Computational Methods for Blade Icing Detection of Wind Turbines

[BibT_eX]

[DOI]

24, Springer, ISBN: 978-981-96-6762-8, 2025

2024

Class-Imbalanced Spatial-Temporal Feature Learning for Blade Icing Recognition of Wind Turbine.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, August, 2024

Prompt Learning for Light Field Semantic Segmentation in the Consumer-Centric Internet of Intelligent Computing Things.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., August, 2024

Unified Interpretation of Active Disturbance Rejection Control for Electrical Drives.

[BibT_eX]

[DOI]

Christopher H. T. Lee

IEEE Trans. Circuits Syst. II Express Briefs, July, 2024

A Federated Learning Framework for Cloud-Edge Collaborative Fault Diagnosis of Wind Turbines.

[BibT_eX]

[DOI]

IEEE Internet Things J., July, 2024

Selective Feature Fusion and Irregular-Aware Network for Pavement Crack Detection.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., May, 2024

A Prototype-Empowered Kernel-Varying Convolutional Model for Imbalanced Sea State Estimation in IoT-Enabled Autonomous Ship.

[BibT_eX]

[DOI]

IEEE Trans. Sustain. Comput., 2024

High-Order Spatial Interactions Enhanced Lightweight Model for Optical Remote Sensing Image-Based Small Ship Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Adversarial capsule autoencoder with style vectors for image generation.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2024

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

[BibT_eX]

[DOI]

Neurocomputing, 2024

Carbon futures price forecasting based on feature selection.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

An integrated intrusion detection framework based on subspace clustering and ensemble learning.

[BibT_eX]

[DOI]

Jingyi Zhu

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.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2024

Grid search with a weighted error function: Hyper-parameter optimization for financial time series forecasting.

[BibT_eX]

[DOI]

Yuan Zhao

Weiguo Zhang

Appl. Soft Comput., 2024

Carbon futures return forecasting: A novel method based on decomposition-ensemble strategy and Markov process.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2024

ColVO: Colonoscopic Visual Odometry Considering Geometric and Photometric Consistency.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Upskilling the Workforce for Green Transition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Sustainable Power and Energy Conference, 2024

Style-ACAE: Adversarial Capsule Autoencoder with Styles.

[BibT_eX]

[DOI]

Zhongqiu Zhao

Chen Ding

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Multiscale Wavelet-Driven Transformerfor Blade Icing Detection.

[BibT_eX]

[DOI]

Proceedings of the 2024 3rd International Conference on Frontiers of Artificial Intelligence and Machine Learning, 2024

CTRL: Collaborative Temporal Representation Learning for Wind Power Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering, 2024

Online Machine Learning for Adaptive Ballast Water Management.

[BibT_eX]

[DOI]

Yi-Chen Lin

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.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., December, 2023

A systematic review of data-driven approaches to fault diagnosis and early warning.

[BibT_eX]

[DOI]

J. Intell. Manuf., December, 2023

Multi-cohort validation study of a four-gene signature for risk stratification and treatment response prediction in hepatocellular carcinoma.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, December, 2023

Anomaly detection with a container-based stream processing framework for Industrial Internet of Things.

[BibT_eX]

[DOI]

J. Ind. Inf. Integr., October, 2023

Data Center HVAC Control Harnessing Flexibility Potential via Real-Time Pricing Cost Optimization Using Reinforcement Learning.

[BibT_eX]

[DOI]

Marco Biemann

Philipp Andreas Gunkel

Fabian Scheller

Lizhen Huang

IEEE Internet Things J., August, 2023

Smart Meter Synthetic Data Generator development in python using FBProphet.

[BibT_eX]

[DOI]

Softw. Impacts, March, 2023

FedBIP: A Federated Learning-Based Model for Wind Turbine Blade Icing Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2023

A Difference Enhanced Neural Network for Semantic Change Detection of Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

An adaptive indoor localization model based on Cauchy-PSO optimized BPNN.

[BibT_eX]

[DOI]

Encheng Wang

Jiyin Wan

J. Intell. Fuzzy Syst., 2023

An improved filtering algorithm for indoor localization based on DE-PSO-BPNN.

[BibT_eX]

[DOI]

Encheng Wang

Jiyin Wan

J. Intell. Fuzzy Syst., 2023

A late-mover genetic algorithm for resource-constrained project-scheduling problems.

[BibT_eX]

[DOI]

Inf. Sci., 2023

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

[BibT_eX]

[DOI]

Adv. Comput., 2023

Multi-level Correlation Matching for Legal Text Similarity Modeling with Multiple Examples.

[BibT_eX]

[DOI]

Ting Huang

Xike Xie

Proceedings of the Web Information Systems Engineering - WISE 2023, 2023

Feature Enhancement Based Multi-Feature Fusion Network for Video Anomaly Detection in Offshore Surbeillance.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2023

Understanding crowd energy consumption behaviors.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

A Class-Imbalanced Heterogeneous Federated Learning Model for Detecting Icing on Wind Turbine Blades.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

A Review of Federated Learning in Energy Systems.

[BibT_eX]

[DOI]

Xu Cheng

Chendan Li

CoRR, 2022

2021

Electricity Consumer Characteristics Identification: A Federated Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2021

Addressing partial observability in reinforcement learning for energy management.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Technologies and Applications, 2021

A Workload-Aware Change Data Capture Framework for Data Warehousing.

[BibT_eX]

[DOI]

Weiping Qu

Stefan Dessloch

Proceedings of the Big Data Analytics and Knowledge Discovery, 2021

2020

SEGSys: A mapping system for segmentation analysis in energy.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Deep Learning Based Fusion Approach for Hate Speech Detection.

[BibT_eX]

[DOI]

IEEE Access, 2020

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

[BibT_eX]

[DOI]

IEEE Access, 2020

A Contextual Anomaly Detection Framework for Energy Smart Meter Data Stream.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

VAP: A Visual Analysis Tool for Energy Consumption Spatio-temporal Pattern Discovery.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

2019

Two approaches for synthesizing scalable residential energy consumption data.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

Samiya Khan

Mansaf Alam

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

SmartM: A Non-intrusive Load Monitoring Platform.

[BibT_eX]

[DOI]

Simon Bolwig

Proceedings of the Business Information Systems Workshops, 2019

2018

Scalable prediction-based online anomaly detection for smart meter data.

[BibT_eX]

[DOI]

Inf. Syst., 2018

Analysis and Visualization of Urban Emission Measurements in Smart Cities.

[BibT_eX]

[DOI]

Dirk Ahlers

Frank Alexander Kraemer

Proceedings of the 21st International Conference on Extending Database Technology, 2018

Recognizing Textual Entailment with Attentive Reading and Writing Operations.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

2017

Smart Meter Data Analytics: Systems, Algorithms, and Benchmarking.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2017

CITIESData: a smart city data management framework.

[BibT_eX]

[DOI]

Alfred Heller

Knowl. Inf. Syst., 2017

A survey on scholarly data: From big data perspective.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2017

A Scalable Smart Meter Data Generator Using Spark.

[BibT_eX]

[DOI]

Sergiu Danalachi

Jens Henrik Vollesen

Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017

Collaborative Filtering Fusing Label Features Based on SDAE.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2017

SciCloud: A Scientific Cloud and Management Platform for Smart City Data.

[BibT_eX]

[DOI]

Proceedings of the 28th International Workshop on Database and Expert Systems Applications, 2017

Air Quality Monitoring System and Benchmarking.

[BibT_eX]

[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

2016

Optimizing ETL by a Two-Level Data Staging Method.

[BibT_eX]

[DOI]

Int. J. Data Warehous. Min., 2016

A Hybrid ICT-Solution for Smart Meter Data Analytics.

[BibT_eX]

[DOI]

CoRR, 2016

Regression-based Online Anomaly Detection for Smart Grid Data.

[BibT_eX]

[DOI]

CoRR, 2016

A Prediction-Based Smart Meter Data Generator.

[BibT_eX]

[DOI]

Sergiu Danalachi

Proceedings of the 19th International Conference on Network-Based Information Systems, 2016

Online Anomaly Energy Consumption Detection Using Lambda Architecture.

[BibT_eX]

[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2016

A Weighted K-AP Query Method for RSSI Based Indoor Positioning.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2016

2015

An ETL optimization framework using partitioning and parallelization.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

SMAS: A smart meter data analytics system.

[BibT_eX]

[DOI]

Lukasz Golab

Ihab F. Ilyas

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Benchmarking Smart Meter Data Analytics.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Extending Database Technology, 2015

Relational-Based Sensor Data Cleansing.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Databases and Information Systems, 2015

2014

Optimizing ETL Dataflow Using Shared Caching and Parallelization Methods.

[BibT_eX]

[DOI]

CoRR, 2014

Two-level Data Staging ETL for Transaction Data.

[BibT_eX]

[DOI]

CoRR, 2014

CloudETL: scalable dimensional ETL for hive.

[BibT_eX]

[DOI]

Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

Survey of real-time processing systems for big data.

[BibT_eX]

[DOI]

Xike Xie

Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

2013

ETLMR: A Highly Scalable Dimensional ETL Framework Based on MapReduce.

[BibT_eX]

[DOI]

Trans. Large Scale Data Knowl. Centered Syst., 2013

Ontology-Based Big Dimension Modeling in Data Warehouse Schema Design.

[BibT_eX]

[DOI]

Proceedings of the Business Information Systems - 16th International Conference, 2013

2012

MapReduce-based Dimensional ETL Made Easy.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Internet vs. Matter: Differences in Students' Concept Development from Elementary through High School.

[BibT_eX]

[DOI]

Zheng Yan

Int. J. Cyber Behav. Psychol. Learn., 2012

3XL: An Efficient DBMS-Based Triple-Store.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Inf. Syst., 2011

The ETLMR MapReduce-Based ETL Framework.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2011

Application of color transferring base on Reinhard algorithm.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011

2009

Automatic Grading of the Post-Harvest Fruit: A Review.

[BibT_eX]

[DOI]

Haisheng Gao

Jinxing Cai