Zijun Zhang
Orcid: 0000-0002-2717-5033Affiliations:
- City University of Hong Kong, Kowloon, Hong Kong, SAR, China
According to our database1,
Zijun Zhang
authored at least 53 papers
between 2013 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
Extended Invariant Risk Minimization for Machine Fault Diagnosis With Label Noise and Data Shift.
IEEE Trans. Neural Networks Learn. Syst., August, 2025
Lifeisgood: Learning Invariant Features via In-Label Swapping for Generalizing Out-of-Distribution in Machine Fault Diagnosis.
IEEE Trans. Cybern., August, 2025
IEEE Trans. Multim., 2025
Privacy-Preserving Distributed Fault Diagnosis for Multiple Wind Farms Using a Federated Feature Fusion Method.
IEEE Trans Autom. Sci. Eng., 2025
AUDAN: An adversarial unsupervised domain adaptation network informed decision-making in audit risk assessment.
Knowl. Based Syst., 2025
Multitask Pointwise Mutual Information Learning for Bearing Remaining Useful Life Cross-Domain Imbalanced Regression.
IEEE Internet Things J., 2025
STRFormer: A spatial topological relationship-guided multi-modal variational fusion network for intelligent health state diagnosis of the manipulator.
Adv. Eng. Informatics, 2025
Neural ODE powered model for bearing remaining useful life predictions with intra- and inter-domain shifts.
Adv. Eng. Informatics, 2025
2024
Distance-Aware Risk Minimization for Domain Generalization in Machine Fault Diagnosis.
IEEE Internet Things J., November, 2024
An Anomaly-Free Representation Learning Approach for Efficient Railway Foreign Object Detection.
IEEE Trans. Ind. Informatics, October, 2024
A Stochastic Recurrent Encoder Decoder Network for Multistep Probabilistic Wind Power Predictions.
IEEE Trans. Neural Networks Learn. Syst., July, 2024
Vision Intelligence Assisted Lung Function Estimation Based on Transformer Encoder-Decoder Network With Invertible Modeling.
IEEE Trans. Artif. Intell., July, 2024
MNHP-GAE: A Novel Manipulator Intelligent Health State Diagnosis Method in Highly Imbalanced Scenarios.
IEEE Internet Things J., July, 2024
A Hierarchical Transfer-Generative Framework for Automating Multianalytical Tasks in Rail Surface Defect Inspection.
IEEE Internet Things J., June, 2024
Sparsity-Constrained Invariant Risk Minimization for Domain Generalization With Application to Machinery Fault Diagnosis Modeling.
IEEE Trans. Cybern., March, 2024
PFFN: Periodic Feature-Folding Deep Neural Network for Traffic Condition Forecasting.
IEEE Internet Things J., January, 2024
A Life-Stage Domain Aware Network for Bearing Health Prognosis Under Unseen Temporal Distribution Shift.
IEEE Trans. Instrum. Meas., 2024
2023
IEEE Trans. Intell. Transp. Syst., November, 2023
A temporal convolutional recurrent autoencoder based framework for compressing time series data.
Appl. Soft Comput., November, 2023
Frontiers Neurorobotics, June, 2023
A data-driven model assisted hybrid genetic algorithm for a two-dimensional shelf space allocation problem.
Swarm Evol. Comput., March, 2023
Blockchain technology adoption of the manufacturers with product recycling considering green consumers.
Comput. Ind. Eng., March, 2023
A Deep Generative Approach for Rail Foreign Object Detections via Semisupervised Learning.
IEEE Trans. Ind. Informatics, 2023
2022
The Automatic Rail Surface Multi-Flaw Identification Based on a Deep Learning Powered Framework.
IEEE Trans. Intell. Transp. Syst., 2022
A Continual Learning-Based Framework for Developing a Single Wind Turbine Cybertwin Adaptively Serving Multiple Modeling Tasks.
IEEE Trans. Ind. Informatics, 2022
Machine vision-assisted identification of the lung adenocarcinoma category and high-risk tumor area based on CT images.
Patterns, 2022
Denoising temporal convolutional recurrent autoencoders for time series classification.
Inf. Sci., 2022
A Deep-Learning-Powered Near-Real-Time Detection of Railway Track Major Components: A Two-Stage Computer-Vision-Based Method.
IEEE Internet Things J., 2022
2021
Wind Turbine Gearbox Failure Detection Based on SCADA Data: A Deep Learning-Based Approach.
IEEE Trans. Instrum. Meas., 2021
The Variational Kernel-Based 1-D Convolutional Neural Network for Machinery Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2021
A Conditional Convolutional Autoencoder-Based Method for Monitoring Wind Turbine Blade Breakages.
IEEE Trans. Ind. Informatics, 2021
Soil-Moisture-Sensor-Based Automated Soil Water Content Cycle Classification With a Hybrid Symbolic Aggregate Approximation Algorithm.
IEEE Internet Things J., 2021
A data-driven method for enhancing the image-based automatic inspection of IC wire bonding defects.
Int. J. Prod. Res., 2021
IISE Trans., 2021
Generative Wind Power Curve Modeling Via Machine Vision: A Self-learning Deep Convolutional Network Based Method.
CoRR, 2021
PSTN: Periodic Spatial-temporal Deep Neural Network for Traffic Condition Prediction.
CoRR, 2021
CoRR, 2021
Intelligent Railway Foreign Object Detection: A Semi-supervised Convolutional Autoencoder Based Method.
CoRR, 2021
2020
The automatic segmentation of residential solar panels based on satellite images: A cross learning driven U-Net method.
Appl. Soft Comput., 2020
2019
Automatic Detection of Rail Surface Cracks with a Superpixel-Based Data-Driven Framework.
J. Comput. Civ. Eng., 2019
2018
IEEE Trans. Smart Grid, 2018
Differential Evolution With a New Encoding Mechanism for Optimizing Wind Farm Layout.
IEEE Trans. Ind. Informatics, 2018
Short-Term Wind Speed Forecasting via Stacked Extreme Learning Machine With Generalized Correntropy.
IEEE Trans. Ind. Informatics, 2018
A GPU-accelerated parallel Jaya algorithm for efficiently estimating Li-ion battery model parameters.
Appl. Soft Comput., 2018
2017
IEEE Trans. Ind. Informatics, 2017
IEEE Trans. Ind. Electron., 2017
Formulation and Analysis of Grid and Coordinate Models for Planning Wind Farm Layouts.
IEEE Access, 2017
2016
IEEE Trans. Ind. Informatics, 2016
2015
IEEE Trans. Ind. Electron., 2015
Eng. Appl. Artif. Intell., 2015
2013
Modeling and analysis of pumps in a wastewater treatment plant: A data-mining approach.
Eng. Appl. Artif. Intell., 2013