Zijun Zhang
Orcid: 0000-0002-2717-5033
According to our database1,
Zijun Zhang
authored at least 73 papers
between 2007 and 2024.
Collaborative distances:
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Bibliography
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
CoRR, 2024
2023
IEEE Trans. Intell. Transp. Syst., November, 2023
Bioinform., November, 2023
A temporal convolutional recurrent autoencoder based framework for compressing time series data.
Appl. Soft Comput., November, 2023
EAF-WGAN: Enhanced Alignment Fusion-Wasserstein Generative Adversarial Network for Turbulent Image Restoration.
IEEE Trans. Circuits Syst. Video Technol., October, 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
Interpretable neural architecture search and transfer learning for understanding CRISPR-Cas9 off-target enzymatic reactions.
Nat. Comput. Sci., 2023
CoRR, 2023
Reusability report: Prostate cancer stratification with diverse biologically-informed neural architectures.
CoRR, 2023
Interpretable neural architecture search and transfer learning for understanding sequence dependent enzymatic reactions.
CoRR, 2023
Your time series is worth a binary image: machine vision assisted deep framework for time series forecasting.
CoRR, 2023
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023
Proceedings of the International Conference on Machine Learning, 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
Rubik's Cube Operator: A Plug And Play Permutation Module for Better Arranging High Dimensional Industrial Data in Deep Convolutional Processes.
CoRR, 2022
IEEE Access, 2022
Is your access allowed or not? A Verified Tag-based Access Control Framework for the Multi-domain TEE.
Proceedings of the Internetware 2022: 13th Asia-Pacific Symposium on Internetware, Hohhot, China, June 11, 2022
2021
A Human-Vehicle Game Stability Control Strategy Considering Drivers' Steering Characteristics.
IEEE Trans. Intell. Transp. Syst., 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
An automated framework for efficiently designing deep convolutional neural networks in genomics.
Nat. Mach. Intell., 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
CROTON: an automated and variant-aware deep learning framework for predicting CRISPR/Cas9 editing outcomes.
Bioinform., 2021
2020
Signal Process. Image Commun., 2020
J. Vis. Commun. Image Represent., 2020
The automatic segmentation of residential solar panels based on satellite images: A cross learning driven U-Net method.
Appl. Soft Comput., 2020
Effects of functional electrical stimulation on neuromuscular function after targeted muscle reinnervation surgery in rats<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Improving Deep Neural Networks: Optimization, Regularization, and Generative Modeling.
PhD thesis, 2019
Trans. Inst. Meas. Control, 2019
Automatic Detection of Rail Surface Cracks with a Superpixel-Based Data-Driven Framework.
J. Comput. Civ. Eng., 2019
Neural Architecture Search for Joint Optimization of Predictive Power and Biological Knowledge.
CoRR, 2019
Proceedings of the Deep Generative Models for Highly Structured Data, 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
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018
2017
IEEE Trans. Ind. Informatics, 2017
IEEE Trans. Ind. Electron., 2017
Proc. ACM Meas. Anal. Comput. Syst., 2017
Bioinform., 2017
Formulation and Analysis of Grid and Coordinate Models for Planning Wind Farm Layouts.
IEEE Access, 2017
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
2016
IEEE Trans. Ind. Informatics, 2016
2015
IEEE Trans. Ind. Electron., 2015
Eng. Appl. Artif. Intell., 2015
2013
An Integrative Bioinformatics Framework for Genome-scale Multiple Level Network Reconstruction of Rice.
J. Integr. Bioinform., 2013
Modeling and analysis of pumps in a wastewater treatment plant: A data-mining approach.
Eng. Appl. Artif. Intell., 2013
Proceedings of the International Symposium on Network Coding, 2013
2009
A Research on Instability of Small Flow in SCADA and an Optimizing Design for Control.
Proceedings of the Computational Science and Its Applications, 2009
2007
Proceedings of the Advances in Data and Web Management, 2007