Modeling and analysis of pumps in a wastewater treatment plant: A data-mining approach. - Andrew Kusiak; Yaohui Zeng; Zijun Zhang 001 (Eng. Appl. Artif. Intell., 2013)

Scheduling electric power production at a wind farm. - Zijun Zhang 001; Andrew Kusiak; Zhe Song (Eur. J. Oper. Res., 2013)

Data-driven minimization of pump operating and maintenance cost. - Zijun Zhang 001; Xiaofei He 006; Andrew Kusiak (Eng. Appl. Artif. Intell., 2015)

Data-Driven Wind Turbine Power Generation Performance Monitoring. - Huan Long; Long Wang 015; Zijun Zhang 001; Zhe Song; Jia Xu (IEEE Trans. Ind. Electron., 2015)

Wind Turbine Modeling With Data-Driven Methods and Radially Uniform Designs. - Matthias H. Y. Tan; Zijun Zhang 001 (IEEE Trans. Ind. Informatics, 2016)

Formulation and Analysis of Grid and Coordinate Models for Planning Wind Farm Layouts. - Huan Long; Zijun Zhang 001; Zhe Song; Andrew Kusiak (IEEE Access, 2017)

Automatic Detection of Wind Turbine Blade Surface Cracks Based on UAV-Taken Images. - Long Wang 015; Zijun Zhang 001 (IEEE Trans. Ind. Electron., 2017)

Wind Turbine Gearbox Failure Identification With Deep Neural Networks. - Long Wang 015; Zijun Zhang 001; Huan Long; Jia Xu; Ruihua Liu (IEEE Trans. Ind. Informatics, 2017)

A GPU-accelerated parallel Jaya algorithm for efficiently estimating Li-ion battery model parameters. - Long Wang 015; Zijun Zhang 001; Chao Huang 002; Kwok Leung Tsui (Appl. Soft Comput., 2018)

Short-Term Wind Speed Forecasting via Stacked Extreme Learning Machine With Generalized Correntropy. - Xiong Luo; Jiankun Sun; Long Wang 015; Weiping Wang 007; Wenbing Zhao 001; Jinsong Wu 001; Jenq-Haur Wang; Zijun Zhang 001 (IEEE Trans. Ind. Informatics, 2018)

Differential Evolution With a New Encoding Mechanism for Optimizing Wind Farm Layout. - Yong Wang 002; Hao Liu 024; Huan Long; Zijun Zhang 001; Shengxiang Yang (IEEE Trans. Ind. Informatics, 2018)

Wind Turbine Blade Breakage Monitoring With Deep Autoencoders. - Long Wang 015; Zijun Zhang 001; Jia Xu; Ruihua Liu (IEEE Trans. Smart Grid, 2018)

Automatic Detection of Rail Surface Cracks with a Superpixel-Based Data-Driven Framework. - Long Wang 015; Li Zhuang; Zijun Zhang 001 (J. Comput. Civ. Eng., 2019)

The automatic segmentation of residential solar panels based on satellite images: A cross learning driven U-Net method. - Li Zhuang; Zijun Zhang 001; Long Wang 015 (Appl. Soft Comput., 2020)

Intelligent Railway Foreign Object Detection: A Semi-supervised Convolutional Autoencoder Based Method. - Tiange Wang; Zijun Zhang 001; Fangfang Yang; Kwok-Leung Tsui (CoRR, 2021)

Automatic Detection of Rail Components via A Deep Convolutional Transformer Network. - Tiange Wang; Zijun Zhang 001; Fangfang Yang; Kwok-Leung Tsui (CoRR, 2021)

PSTN: Periodic Spatial-temporal Deep Neural Network for Traffic Condition Prediction. - Tiange Wang; Zijun Zhang 001; Kwok-Leung Tsui (CoRR, 2021)

Generative Wind Power Curve Modeling Via Machine Vision: A Self-learning Deep Convolutional Network Based Method. - Luoxiao Yang; Long Wang 015; Zijun Zhang 001 (CoRR, 2021)

Modeling multivariate profiles using Gaussian process-controlled B-splines. - Mithun Ghosh; Yongxiang Li; Li Zeng; Zijun Zhang 001; Qiang Zhou 002 (IISE Trans., 2021)

A data-driven method for enhancing the image-based automatic inspection of IC wire bonding defects. - Junlong Chen; Zijun Zhang 001; Feng Wu (Int. J. Prod. Res., 2021)

Soil-Moisture-Sensor-Based Automated Soil Water Content Cycle Classification With a Hybrid Symbolic Aggregate Approximation Algorithm. - Zhongju Wang 002; Long Wang 015; Chao Huang 002; Zijun Zhang 001; Xiong Luo (IEEE Internet Things J., 2021)

A Conditional Convolutional Autoencoder-Based Method for Monitoring Wind Turbine Blade Breakages. - Luoxiao Yang; Zijun Zhang 001 (IEEE Trans. Ind. Informatics, 2021)

The Variational Kernel-Based 1-D Convolutional Neural Network for Machinery Fault Diagnosis. - Zhenling Mo; Zijun Zhang 001; Kwok-Leung Tsui (IEEE Trans. Instrum. Meas., 2021)

Wind Turbine Gearbox Failure Detection Based on SCADA Data: A Deep Learning-Based Approach. - Luoxiao Yang; Zijun Zhang 001 (IEEE Trans. Instrum. Meas., 2021)

Editorial: Engineering Applications of Neurocomputing. - Long Wang 015; Zhe Song; Zijun Zhang 001; Chao Huang 002 (Frontiers Neurorobotics, 2022)

A Deep-Learning-Powered Near-Real-Time Detection of Railway Track Major Components: A Two-Stage Computer-Vision-Based Method. - Li Zhuang; Haoyang Qi; Tiange Wang; Zijun Zhang 001 (IEEE Internet Things J., 2022)

Denoising temporal convolutional recurrent autoencoders for time series classification. - Zhong Zheng; Zijun Zhang 001; Long Wang 015; Xiong Luo (Inf. Sci., 2022)

Machine vision-assisted identification of the lung adenocarcinoma category and high-risk tumor area based on CT images. - Liuyin Chen; Haoyang Qi; Di Lu 007; Jianxue Zhai; Kaican Cai; Long Wang 015; Guoyuan Liang; Zijun Zhang 001 (Patterns, 2022)

A Continual Learning-Based Framework for Developing a Single Wind Turbine Cybertwin Adaptively Serving Multiple Modeling Tasks. - Luoxiao Yang; Long Wang 015; Zhong Zheng; Zijun Zhang 001 (IEEE Trans. Ind. Informatics, 2022)

The Automatic Rail Surface Multi-Flaw Identification Based on a Deep Learning Powered Framework. - Li Zhuang; Haoyang Qi; Zijun Zhang 001 (IEEE Trans. Intell. Transp. Syst., 2022)

A Deep Generative Approach for Rail Foreign Object Detections via Semisupervised Learning. - Tiange Wang; Zijun Zhang 001; Kwok-Leung Tsui (IEEE Trans. Ind. Informatics, 2023)

Blockchain technology adoption of the manufacturers with product recycling considering green consumers. - Haike Qiao; Zijun Zhang 001; Qin Su (Comput. Ind. Eng., 2023)

A data-driven model assisted hybrid genetic algorithm for a two-dimensional shelf space allocation problem. - Lanlan Zheng; Xin Liu 099; Feng Wu; Zijun Zhang 001 (Swarm Evol. Comput., 2023)

Editorial: Engineering applications of neurocomputing, volume II. - Long Wang 015; Zhe Song; Zijun Zhang 001; Chao Huang 002 (Frontiers Neurorobotics, 2023)

A temporal convolutional recurrent autoencoder based framework for compressing time series data. - Zhong Zheng; Zijun Zhang 001 (Appl. Soft Comput., 2023)

CAMV: A Crash Alarm Model for Vehicles Based on Internet of Vehicles Data. - Tiange Wang; Zijun Zhang 001; Kwok-Leung Tsui (IEEE Trans. Intell. Transp. Syst., 2023)

A Life-Stage Domain Aware Network for Bearing Health Prognosis Under Unseen Temporal Distribution Shift. - Tao Hu; Zhenling Mo; Zijun Zhang 001 (IEEE Trans. Instrum. Meas., 2024)

PFFN: Periodic Feature-Folding Deep Neural Network for Traffic Condition Forecasting. - Tiange Wang; Zijun Zhang 001; Kwok-Leung Tsui (IEEE Internet Things J., 2024)

Sparsity-Constrained Invariant Risk Minimization for Domain Generalization With Application to Machinery Fault Diagnosis Modeling. - Zhenling Mo; Zijun Zhang 001; Qiang Miao; Kwok-Leung Tsui (IEEE Trans. Cybern., 2024)

A Hierarchical Transfer-Generative Framework for Automating Multianalytical Tasks in Rail Surface Defect Inspection. - Tiange Wang; Zijun Zhang 001; Kwok-Leung Tsui (IEEE Internet Things J., 2024)

MNHP-GAE: A Novel Manipulator Intelligent Health State Diagnosis Method in Highly Imbalanced Scenarios. - Bo Zhao 026; Qiqiang Wu; Ke Zhao; Zhenling Mo; Zijun Zhang 001; Xianmin Zhang 004 (IEEE Internet Things J., 2024)

Vision Intelligence Assisted Lung Function Estimation Based on Transformer Encoder-Decoder Network With Invertible Modeling. - Liuyin Chen; Di Lu 007; Jianxue Zhai; Kaican Cai; Long Wang 015; Zijun Zhang 001 (IEEE Trans. Artif. Intell., 2024)

A Stochastic Recurrent Encoder Decoder Network for Multistep Probabilistic Wind Power Predictions. - Zhong Zheng; Zijun Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

An Anomaly-Free Representation Learning Approach for Efficient Railway Foreign Object Detection. - Tiange Wang; Zijun Zhang 001; Min Xie 001 (IEEE Trans. Ind. Informatics, 2024)

Distance-Aware Risk Minimization for Domain Generalization in Machine Fault Diagnosis. - Zhenling Mo; Zijun Zhang 001; Kwok-Leung Tsui (IEEE Internet Things J., 2024)

Neural ODE powered model for bearing remaining useful life predictions with intra- and inter-domain shifts. - Tao Hu; Zhenling Mo; Zijun Zhang 001 (Adv. Eng. Informatics, 2025)

STRFormer: A spatial topological relationship-guided multi-modal variational fusion network for intelligent health state diagnosis of the manipulator. - Bo Zhao 026; Qiqiang Wu; Yongbo Li; Weihua Li; Xianmin Zhang 004; Zijun Zhang 001 (Adv. Eng. Informatics, 2025)

Multitask Pointwise Mutual Information Learning for Bearing Remaining Useful Life Cross-Domain Imbalanced Regression. - Tao Hu; Zhenling Mo; Zijun Zhang 001 (IEEE Internet Things J., 2025)

AUDAN: An adversarial unsupervised domain adaptation network informed decision-making in audit risk assessment. - Ziquan Ou; Zijun Zhang 001 (Knowl. Based Syst., 2025)

Privacy-Preserving Distributed Fault Diagnosis for Multiple Wind Farms Using a Federated Feature Fusion Method. - Zhijun Wang; Yanting Li; Zijun Zhang 001; Ershun Pan (IEEE Trans Autom. Sci. Eng., 2025)

Domain Generalization Study of Empirical Risk Minimization From Causal Perspectives. - Zhenling Mo; Zijun Zhang 001; Kwok-Leung Tsui (IEEE Trans. Multim., 2025)

Lifeisgood: Learning Invariant Features via In-Label Swapping for Generalizing Out-of-Distribution in Machine Fault Diagnosis. - Zhenling Mo; Zijun Zhang 001; Kwok-Leung Tsui (IEEE Trans. Cybern., 2025)

Extended Invariant Risk Minimization for Machine Fault Diagnosis With Label Noise and Data Shift. - Zhenling Mo; Zijun Zhang 001; Qiang Miao; Kwok-Leung Tsui (IEEE Trans. Neural Networks Learn. Syst., 2025)