Zhiqiang Ge - RankMe

138 papers C 3Journal 127Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Ensemble self-training deep partial least squares models for stable semi-supervised predictive learning and data analytics. IFAC J. Syst. Control. Junhua Zheng, Zhiqiang Ge, Li Sun
2026	J	`jnl`	Multi-view collaborative deep information fusion framework for complex industrial process monitoring. J. Ind. Inf. Integr. Junhua Zheng, Le Zhou, Lingjian Ye, Zhiqiang Ge
2026	J	`jnl`	Parallel Complex Diffusion for Scalable Time Series Generation. CoRR Rongyao Cai, Yuxi Wan, Kexin Zhang, Ming Jin, Zhiqiang Ge, Qingsong Wen, Yong Liu
2025	J	`jnl`	Advances in Bayesian networks for industrial process analytics: Bridging data and mechanisms. Expert Syst. Appl. Junhua Zheng, Yue Zhuo, Xiaoyu Jiang, Lingquan Zeng, Zhiqiang Ge
2025	J	`jnl`	Advancing Industrial Data Augmentation in AIGC Era: From Foundations to Frontier Applications. IEEE Trans. Instrum. Meas. Xiaoyu Jiang, Chen Zheng, Yue Zhuo, Xiangyin Kong, Zhiqiang Ge, Zhihuan Song, Min Xie
2025	J	`jnl`	Collaborative Deep Learning and Information Fusion of Heterogeneous Latent Variable Models for Industrial Quality Prediction. IEEE Trans. Cybern. Junhua Zheng, Zhiqiang Ge
2025	J	`jnl`	Data ID Extraction Networks for Unsupervised Class- and Classifier-Free Detection of Adversarial Examples. IEEE Trans. Pattern Anal. Mach. Intell. Xiangyin Kong, Xiaoyu Jiang, Zhihuan Song, Zhiqiang Ge
2025	J	`jnl`	Deep Co-Training Partial Least Squares Model for Semi-Supervised Industrial Soft Sensing. IEEE Trans. Syst. Man Cybern. Syst. Junhua Zheng, Le Zhou, Lingjian Ye, Zhiqiang Ge
2025	J	`jnl`	Deep Latent Variable Predictive Modeling With Online Bayesian Soft Attention Mechanism. IEEE Trans. Ind. Informatics Junhua Zheng, Lingjian Ye, Zhiqiang Ge
2025	J	`jnl`	Deep Probabilistic Principal Component Analysis for Process Monitoring. IEEE Trans. Neural Networks Learn. Syst. Xiangyin Kong, Yimeng He, Zhihuan Song, Tong Liu, Zhiqiang Ge
2025	J	`jnl`	Deep Residual Learning of a Probabilistic' Partial Least Squares Model for Predictive Data Analytics. IEEE Trans. Artif. Intell. Zhiqiang Ge, Duxin Chen, Wenwu Yu
2025	J	`jnl`	Enhancing Reliability and Performance of Deep GnG Monitoring Framework Under Low-Quality Industrial Data. IEEE Trans. Reliab. Zhiqiang Ge
2025	J	`jnl`	Fully Automated Deep Residual PCA Network. IEEE Trans. Ind. Informatics Zhiqiang Ge
2025	J	`jnl`	Improving Data-Driven Inferential Sensor Modeling by Industrial Knowledge: A Bayesian Perspective. IEEE Trans. Syst. Man Cybern. Syst. Zhichao Chen, Hao Wang, Zhihuan Song, Zhiqiang Ge
2025	J	`jnl`	Industrial Process Monitoring Based on Deep Gaussian and Non-Gaussian Information Fusion Framework. IEEE Trans. Artif. Intell. Zhiqiang Ge
2025	J	`jnl`	Leveraging Transfer Learning for Data Augmentation in Fault Diagnosis of Imbalanced Time-Frequency Images. IEEE Trans Autom. Sci. Eng. Xiaoyu Jiang, Junhua Zheng, Ziyi Chen, Zhiqiang Ge, Zhihuan Song, Xiaoguang Ma
2025	J	`jnl`	Multi-Rate Data Distillation for Deep Process Monitoring. IEEE Trans. Instrum. Meas. Junhua Zheng, Le Zhou, Yuting Lyu, Zeyu Yang, Zhiqiang Ge
2025	J	`jnl`	Relaxing Probabilistic Latent Variable Models' Specification via Infinite-Horizon Optimal Control. CoRR Zhichao Chen, Hao Wang, Licheng Pan, Yiran Ma, Yunfei Teng, Jiaze Ma, Le Yao, Zhiqiang Ge, Zhihuan Song
2025	J	`jnl`	Structure Learning of Deep Gaussian and Non-Gaussian Information Fusion Framework for Automated Predictive Data Analytics. IEEE Trans. Cybern. Zhiqiang Ge
2025	J	`jnl`	Swarm Learning for Secure and Effective Industrial Federated Big Data Analytics. IEEE Trans. Reliab. Xiaoyu Jiang, Yubin Cheng, Zhihuan Song, Xiaoguang Ma, Lingjian Ye, Zhiqiang Ge
2025	J	`jnl`	The Procrustean Bed of Time Series: The Optimization Bias of Point-wise Loss. CoRR Rongyao Cai, Yuxi Wan, Kexin Zhang, Ming Jin, Hao Wang, Zhiqiang Ge, Daoyi Dong, Yong Li, Qingsong Wen
2024	J	`jnl`	Additive dynamic Bayesian networks for enhanced feature learning in soft sensor modeling. Eng. Appl. Artif. Intell. Junhua Zheng, Lingquan Zeng, Zeyu Yang, Zhiqiang Ge
2024	J	`jnl`	Adversarial Learning From Imbalanced Data: A Robust Industrial Fault Classification Method. IEEE Trans. Inf. Forensics Secur. Zhenqin Yin, Xinmin Zhang, Zhihuan Song, Zhiqiang Ge
2024	J	`jnl`	Adversarial Weight Prediction Networks for Defense of Industrial FDC Systems. IEEE Trans. Ind. Informatics Zhenqin Yin, Lingjian Ye, Zhiqiang Ge
2024	J	`jnl`	Analyzing and Improving Supervised Nonlinear Dynamical Probabilistic Latent Variable Model for Inferential Sensors. IEEE Trans. Ind. Informatics Zhichao Chen, Hao Wang, Guofei Chen, Yiran Ma, Le Yao, Zhiqiang Ge, Zhihuan Song
2024	J	`jnl`	Deep Residual Principal Component Analysis as Feature Engineering for Industrial Data Analytics. IEEE Trans. Instrum. Meas. Junhua Zheng, Zeyu Yang, Zhiqiang Ge
2024	J	`jnl`	IG IEEE Trans. Pattern Anal. Mach. Intell. Yue Zhuo, Zhiqiang Ge
2024	J	`jnl`	IG2: Integrated Gradient on Iterative Gradient Path for Feature Attribution. CoRR Yue Zhuo, Zhiqiang Ge
2024	J	`jnl`	Laplacian regularization of linear regression model for semi-supervised industrial soft sensor development. Expert Syst. Appl. Junhua Zheng, Lingjian Ye, Zhiqiang Ge
2024	J	`jnl`	Pyramid Dynamic Bayesian Networks for Key Performance Indicator Prediction in Long Time-Delay Industrial Processes. IEEE Trans. Artif. Intell. Lingquan Zeng, Zhiqiang Ge
2024	J	`jnl`	Reliable Soft Sensors With an Inherent Process Graph Constraint. IEEE Trans. Ind. Informatics Ruikun Zhai, Junhua Zheng, Zhihuan Song, Zhiqiang Ge
2024	J	`jnl`	Robust Adversarial Attacks on Imperfect Deep Neural Networks in Fault Classification. IEEE Trans. Ind. Informatics Xiaoyu Jiang, Xiangyin Kong, Junhua Zheng, Zhiqiang Ge, Xinmin Zhang, Zhihuan Song
2024	J	`jnl`	Security Versus Accuracy: Trade-Off Data Modeling to Safe Fault Classification Systems. IEEE Trans. Neural Networks Learn. Syst. Yue Zhuo, Zhihuan Song, Zhiqiang Ge
2024	J	`jnl`	Variational Inference Over Graph: Knowledge Representation for Deep Process Data Analytics. IEEE Trans. Knowl. Data Eng. Zhichao Chen, Zhihuan Song, Zhiqiang Ge
2023	J	`jnl`	ABIGX: A Unified Framework for eXplainable Fault Detection and Classification. CoRR Yue Zhuo, Jinchuan Qian, Zhihuan Song, Zhiqiang Ge
2023	J	`jnl`	Adversarial Attacks on Regression Systems via Gradient Optimization. IEEE Trans. Syst. Man Cybern. Syst. Xiangyin Kong, Zhiqiang Ge
2023	J	`jnl`	Adversarial Security Verification of Data-Driven FDC Systems. IEEE Trans. Reliab. Yue Zhuo, Zhiqiang Ge
2023	J	`jnl`	Attack and Defense: Adversarial Security of Data-Driven FDC Systems. IEEE Trans. Ind. Informatics Yue Zhuo, Zhenqin Yin, Zhiqiang Ge
2023	J	`jnl`	Augmented Industrial Data-Driven Modeling Under the Curse of Dimensionality. IEEE CAA J. Autom. Sinica Xiaoyu Jiang, Xiangyin Kong, Zhiqiang Ge
2023	J	`jnl`	Causal Generative Model for Root-Cause Diagnosis and Fault Propagation Analysis in Industrial Processes. IEEE Trans. Instrum. Meas. Yimeng He, Le Yao, Zhiqiang Ge, Zhihuan Song
2023	J	`jnl`	Causal variable selection for industrial process quality prediction via attention-based GRU network. Eng. Appl. Artif. Intell. Le Yao, Zhiqiang Ge
2023	J	`jnl`	Deep PLS: A Lightweight Deep Learning Model for Interpretable and Efficient Data Analytics. IEEE Trans. Neural Networks Learn. Syst. Xiangyin Kong, Zhiqiang Ge
2023	J	`jnl`	Directed Acyclic Graphs With Tears. CoRR Zhichao Chen, Zhiqiang Ge
2023	J	`jnl`	Directed Acyclic Graphs With Tears. IEEE Trans. Artif. Intell. Zhichao Chen, Zhiqiang Ge
2023	J	`jnl`	Dynamic Bayesian Networks for Feature Learning and Transfer Applications in Remaining Useful Life Estimation. IEEE Trans. Instrum. Meas. Lingquan Zeng, Junhua Zheng, Le Yao, Zhiqiang Ge
2023	J	`jnl`	Ensemble Data Augmentation for Imbalanced Fault Diagnosis. IEEE Trans. Instrum. Meas. Xiaoyu Jiang, Junhua Zheng, Xinzhen Zhuang, Zhiqiang Ge
2023	J	`jnl`	Lifelong Bayesian Learning Machines for Streaming Industrial Big Data. IEEE Trans. Syst. Man Cybern. Syst. Zeyu Yang, Junhua Zheng, Zhiqiang Ge
2023	J	`jnl`	Neural Network Weight Comparison for Industrial Causality Discovering and Its Soft Sensing Application. IEEE Trans. Ind. Informatics Yimeng He, Xiangyin Kong, Le Yao, Zhiqiang Ge
2023	J	`jnl`	Predictive Modeling With Multiresolution Pyramid VAE and Industrial Soft Sensor Applications. IEEE Trans. Cybern. Bingbing Shen, Le Yao, Zhiqiang Ge
2023	J	`jnl`	RAGAN: Regression Attention Generative Adversarial Networks. IEEE Trans. Artif. Intell. Xiaoyu Jiang, Zhiqiang Ge
2023	J	`jnl`	Semi-Supervised Deep Dynamic Probabilistic Latent Variable Model for Multimode Process Soft Sensor Application. IEEE Trans. Ind. Informatics Le Yao, Bingbing Shen, Linlin Cui, Junhua Zheng, Zhiqiang Ge
2023	J	`jnl`	Transfer adversarial attacks across industrial intelligent systems. Reliab. Eng. Syst. Saf. Zhenqin Yin, Yue Zhuo, Zhiqiang Ge
2022	J	`jnl`	Adversarial Attacks on Neural-Network-Based Soft Sensors: Directly Attack Output. IEEE Trans. Ind. Informatics Xiangyin Kong, Zhiqiang Ge
2022	J	`jnl`	Attacks on Data-Driven Process Monitoring Systems: Subspace Transfer Networks. IEEE Trans. Artif. Intell. Xiaoyu Jiang, Zhiqiang Ge
2022	J	`jnl`	Data Guardian: A Data Protection Scheme for Industrial Monitoring Systems. IEEE Trans. Ind. Informatics Yue Zhuo, Zhiqiang Ge
2022	J	`jnl`	Deep Learning of Latent Variable Models for Industrial Process Monitoring. IEEE Trans. Ind. Informatics Xiangyin Kong, Zhiqiang Ge
2022	J	`jnl`	Dynamic ensemble selection based improved random forests for fault classification in industrial processes. IFAC J. Syst. Control. Junhua Zheng, Yue Liu, Zhiqiang Ge
2022	J	`jnl`	Gated Stacked Target-Related Autoencoder: A Novel Deep Feature Extraction and Layerwise Ensemble Method for Industrial Soft Sensor Application. IEEE Trans. Cybern. Qingqiang Sun, Zhiqiang Ge
2022	J	`jnl`	Improving the Performance of Just-In-Time Learning-Based Soft Sensor Through Data Augmentation. IEEE Trans. Ind. Electron. Xiaoyu Jiang, Zhiqiang Ge
2022	J	`jnl`	Information Fingerprint for Secure Industrial Big Data Analytics. IEEE Trans. Ind. Informatics Xiaoyu Jiang, Zhiqiang Ge
2022	J	`jnl`	Knowledge Automation Through Graph Mining, Convolution, and Explanation Framework: A Soft Sensor Practice. IEEE Trans. Ind. Informatics Zhichao Chen, Zhiqiang Ge
2022	J	`jnl`	Latent Variable Models in the Era of Industrial Big Data: Extension and Beyond. CoRR Xiangyin Kong, Xiaoyu Jiang, Bingxin Zhang, Jinsong Yuan, Zhiqiang Ge
2022	J	`jnl`	Latent variable models in the era of industrial big data: Extension and beyond. Annu. Rev. Control. Xiangyin Kong, Xiaoyu Jiang, Bingxin Zhang, Jinsong Yuan, Zhiqiang Ge
2022	J	`jnl`	Meta conditional variational auto-encoder for domain generalization. Comput. Vis. Image Underst. Zhiqiang Ge, Zhihuan Song, Xin Li, Lei Zhang
2022	J	`jnl`	On Paradigm of Industrial Big Data Analytics: From Evolution to Revolution. IEEE Trans. Ind. Informatics Zeyu Yang, Zhiqiang Ge
2022	J	`jnl`	Rethinking the Value of Just-in-Time Learning in the Era of Industrial Big Data. IEEE Trans. Ind. Informatics Zeyu Yang, Zhiqiang Ge
2022	J	`jnl`	Structured Principal Component Analysis Model With Variable Correlation Constraint. IEEE Trans. Control. Syst. Technol. Ruikun Zhai, Jiusun Zeng, Zhiqiang Ge
2022	J	`jnl`	Weakly Supervised Multilayer Perceptron for Industrial Fault Classification With Inaccurate and Incomplete Labels. IEEE Trans Autom. Sci. Eng. Sifen Liao, Xiaoyu Jiang, Zhiqiang Ge
2021	J	`jnl`	A Survey on Deep Learning for Data-Driven Soft Sensors. IEEE Trans. Ind. Informatics Qingqiang Sun, Zhiqiang Ge
2021	J	`jnl`	Augmented Multidimensional Convolutional Neural Network for Industrial Soft Sensing. IEEE Trans. Instrum. Meas. Xiaoyu Jiang, Zhiqiang Ge
2021	J	`jnl`	Auxiliary Information-Guided Industrial Data Augmentation for Any-Shot Fault Learning and Diagnosis. IEEE Trans. Ind. Informatics Yue Zhuo, Zhiqiang Ge
2021	J	`jnl`	Cooperative Deep Dynamic Feature Extraction and Variable Time-Delay Estimation for Industrial Quality Prediction. IEEE Trans. Ind. Informatics Le Yao, Zhiqiang Ge
2021	J	`jnl`	Data Augmentation Classifier for Imbalanced Fault Classification. IEEE Trans Autom. Sci. Eng. Xiaoyu Jiang, Zhiqiang Ge
2021	J	`jnl`	Deep Learning for Industrial KPI Prediction: When Ensemble Learning Meets Semi-Supervised Data. IEEE Trans. Ind. Informatics Qingqiang Sun, Zhiqiang Ge
2021	J	`jnl`	Dynamic Features Incorporated Locally Weighted Deep Learning Model for Soft Sensor Development. IEEE Trans. Instrum. Meas. Le Yao, Zhiqiang Ge
2021	J	`jnl`	Hierarchical Quality Monitoring for Large-Scale Industrial Plants With Big Process Data. IEEE Trans. Neural Networks Learn. Syst. Le Yao, Weiming Shao, Zhiqiang Ge
2021	J	`jnl`	Industrial Big Data Modeling and Monitoring Framework for Plant-Wide Processes. IEEE Trans. Ind. Informatics Le Yao, Zhiqiang Ge
2021	J	`jnl`	Scalable Soft Sensor for Nonlinear Industrial Big Data via Bagging Stochastic Variational Gaussian Processes. IEEE Trans. Ind. Electron. Jinlin Zhu, Muyun Jiang, Guohao Peng, Le Yao, Zhiqiang Ge
2021	J	`jnl`	Semi-supervised data modeling and analytics in the process industry: Current research status and challenges. IFAC J. Syst. Control. Zhiqiang Ge
2021	J	`jnl`	Semisupervised Bayesian Gaussian Mixture Models for Non-Gaussian Soft Sensor. IEEE Trans. Cybern. Weiming Shao, Zhiqiang Ge, Zhihuan Song
2021	J	`jnl`	Virtual Sensing f-CaO Content of Cement Clinker Based on Incremental Deep Dynamic Features Extracting and Transferring Model. IEEE Trans. Instrum. Meas. Le Yao, Xiaoyu Jiang, Gaopan Huang, Jinchuan Qian, Bingbing Shen, Lu Xu, Zhiqiang Ge
2021	J	`jnl`	Weighted Nonlinear Dynamic System for Deep Extraction of Nonlinear Dynamic Latent Variables and Industrial Application. IEEE Trans. Ind. Informatics Bingbing Shen, Zhiqiang Ge
2020	J	`jnl`	Automatic Deep Extraction of Robust Dynamic Features for Industrial Big Data Modeling and Soft Sensor Application. IEEE Trans. Ind. Informatics Xinyu Zhang, Zhiqiang Ge
2020	J	`jnl`	Bayesian Just-in-Time Learning and Its Application to Industrial Soft Sensing. IEEE Trans. Ind. Informatics Weiming Shao, Zhiqiang Ge, Zhihuan Song
2020	J	`jnl`	Bayesian Nonlinear Gaussian Mixture Regression and its Application to Virtual Sensing for Multimode Industrial Processes. IEEE Trans Autom. Sci. Eng. Weiming Shao, Zhiqiang Ge, Le Yao, Zhihuan Song
2020	J	`jnl`	Dynamic Bayesian network for robust latent variable modeling and fault classification. Eng. Appl. Artif. Intell. Junhua Zheng, Jinlin Zhu, Guangjie Chen, Zhihuan Song, Zhiqiang Ge
2020	J	`jnl`	Hierarchical Bayesian Network Modeling Framework for Large-Scale Process Monitoring and Decision Making. IEEE Trans. Control. Syst. Technol. Guangjie Chen, Zhiqiang Ge
2020	J	`jnl`	Improved Population-Based Incremental Learning of Bayesian Networks with partly known structure and parallel computing. Eng. Appl. Artif. Intell. Lingquan Zeng, Zhiqiang Ge
2020	J	`jnl`	Industrial Virtual Sensing for Big Process Data Based on Parallelized Nonlinear Variational Bayesian Factor Regression. IEEE Trans. Instrum. Meas. Zeyu Yang, Zhiqiang Ge
2020	J	`jnl`	Local Parameter Optimization of LSSVM for Industrial Soft Sensing With Big Data and Cloud Implementation. IEEE Trans. Ind. Informatics Xinyu Zhang, Zhiqiang Ge
2020	J	`jnl`	Multi-rate principal component regression model for soft sensor application in industrial processes. Sci. China Inf. Sci. Le Zhou, Yaoxin Wang, Zhiqiang Ge
2020	J	`jnl`	Semisupervised Robust Modeling of Multimode Industrial Processes for Quality Variable Prediction Based on Student's t Mixture Model. IEEE Trans. Ind. Informatics Weiming Shao, Zhiqiang Ge, Zhihuan Song, Jingbo Wang
2020	J	`jnl`	Supervised Nonlinear Dynamic System for Soft Sensor Application Aided by Variational Auto-Encoder. IEEE Trans. Instrum. Meas. Bingbing Shen, Zhiqiang Ge
2019	—	`conf`	A Novel Streaming Variational Bayesian Supervised Factor Analysis for Industrial Adaptive Soft Sensor Modeling. ASCC Zeyu Yang, Le Yao, Zhiqiang Ge
2019	J	`jnl`	Analytic Hierarchy Process Based Fuzzy Decision Fusion System for Model Prioritization and Process Monitoring Application. IEEE Trans. Ind. Informatics Zhiqiang Ge, Yue Liu
2019	—	`conf`	Back-propagation Based Contribution for nonlinear fault diagnosis. CAA SAFEPROCESS Jinchuan Qian, Li Jiang, Zhihuan Song, Zhiqiang Ge
2019	J	`jnl`	Deep ensemble forests for industrial fault classification. IFAC J. Syst. Control. Yue Liu, Zhiqiang Ge
2019	J	`jnl`	Distributed parallel deep learning of Hierarchical Extreme Learning Machine for multimode quality prediction with big process data. Eng. Appl. Artif. Intell. Le Yao, Zhiqiang Ge
2019	J	`jnl`	Dynamic Probabilistic Latent Variable Model for Process Data Modeling and Regression Application. IEEE Trans. Control. Syst. Technol. Zhiqiang Ge, Xinru Chen
2019	—	`conf`	Dynamic Processes Modeling and Monitoring based on a Novel Dynamic Latent Variable Model. CAA SAFEPROCESS Le Zhou, Zhiqiang Ge, Zhihuan Song, Si-Zhao Joe Qin
2019	J	`jnl`	Multirate Dynamic Process Monitoring Based on Multirate Linear Gaussian State-Space Model. IEEE Trans Autom. Sci. Eng. Ya Cong, Le Zhou, Zhihuan Song, Zhiqiang Ge
2019	J	`jnl`	Multirate Factor Analysis Models for Fault Detection in Multirate Processes. IEEE Trans. Ind. Informatics Le Zhou, Yaoxin Wang, Zhiqiang Ge, Zhihuan Song
2019	J	`jnl`	Nonlinear Gaussian Mixture Regression for Multimode Quality Prediction With Partially Labeled Data. IEEE Trans. Ind. Informatics Le Yao, Zhiqiang Ge
2019	—	`conf`	Nonlinear Inferential Sensor Development Based on GMM-ELM. ASCC Weiming Shao, Zhiqiang Ge, Zhihuan Song, Li Zhao
2019	J	`jnl`	Parallel Computing and SGD-Based DPMM For Soft Sensor Development With Large-Scale Semisupervised Data. IEEE Trans. Ind. Electron. Weiming Shao, Le Yao, Zhiqiang Ge, Zhihuan Song
2019	J	`jnl`	Phase Center Calibration for UWB Phase Interferometer Direction Finding by Virtual Baseline. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Jian Bai, Zhiqiang Ge, Lu Ma
2019	J	`jnl`	Probabilistic Sequential Network for Deep Learning of Complex Process Data and Soft Sensor Application. IEEE Trans. Ind. Informatics Qingqiang Sun, Zhiqiang Ge
2019	J	`jnl`	SVM-tree and SVM-forest algorithms for imbalanced fault classification in industrial processes. IFAC J. Syst. Control. Gecheng Chen, Zhiqiang Ge
2019	J	`jnl`	Scalable Semisupervised GMM for Big Data Quality Prediction in Multimode Processes. IEEE Trans. Ind. Electron. Le Yao, Zhiqiang Ge
2019	J	`jnl`	Soft-Sensor Development for Processes With Multiple Operating Modes Based on Semisupervised Gaussian Mixture Regression. IEEE Trans. Control. Syst. Technol. Weiming Shao, Zhiqiang Ge, Zhihuan Song
2018	J	`jnl`	Deep Learning of Semisupervised Process Data With Hierarchical Extreme Learning Machine and Soft Sensor Application. IEEE Trans. Ind. Electron. Le Yao, Zhiqiang Ge
2018	J	`jnl`	Distributed Gaussian mixture model for monitoring plant-wide processes with multiple operating modes. IFAC J. Syst. Control. Jinlin Zhu, Zhiqiang Ge, Zhihuan Song
2018	J	`jnl`	Multimode Process Monitoring Based on Switching Autoregressive Dynamic Latent Variable Model. IEEE Trans. Ind. Electron. Le Zhou, Jiaqi Zheng, Zhiqiang Ge, Zhihuan Song, Shengdao Shan
2018	J	`jnl`	Review and big data perspectives on robust data mining approaches for industrial process modeling with outliers and missing data. Annu. Rev. Control. Jinlin Zhu, Zhiqiang Ge, Zhihuan Song, Furong Gao
2018	J	`jnl`	Weighted Linear Dynamic System for Feature Representation and Soft Sensor Application in Nonlinear Dynamic Industrial Processes. IEEE Trans. Ind. Electron. Xiaofeng Yuan, Yalin Wang, Chunhua Yang, Zhiqiang Ge, Zhihuan Song, Weihua Gui
2017	J	`jnl`	A Probabilistic Just-in-Time Learning Framework for Soft Sensor Development With Missing Data. IEEE Trans. Control. Syst. Technol. Xiaofeng Yuan, Zhiqiang Ge, Biao Huang, Zhihuan Song
2017	J	`jnl`	Data Mining and Analytics in the Process Industry: The Role of Machine Learning. IEEE Access Zhiqiang Ge, Zhihuan Song, Steven X. Ding, Biao Huang
2017	J	`jnl`	Distributed Parallel PCA for Modeling and Monitoring of Large-Scale Plant-Wide Processes With Big Data. IEEE Trans. Ind. Informatics Jinlin Zhu, Zhiqiang Ge, Zhihuan Song
2017	J	`jnl`	Locally Weighted Prediction Methods for Latent Factor Analysis With Supervised and Semisupervised Process Data. IEEE Trans Autom. Sci. Eng. Le Yao, Zhiqiang Ge
2017	J	`jnl`	Non-Gaussian Industrial Process Monitoring With Probabilistic Independent Component Analysis. IEEE Trans Autom. Sci. Eng. Jinlin Zhu, Zhiqiang Ge, Zhihuan Song
2017	J	`jnl`	Online Updating Soft Sensor Modeling and Industrial Application Based on Selectively Integrated Moving Window Approach. IEEE Trans. Instrum. Meas. Le Yao, Zhiqiang Ge
2017	—	`conf`	SAR Image Registration Using Cluster Analysis and Anisotropic Diffusion-Based SIFT. IGTA Yanzhao Wang, Zhiqiang Ge, Juan Su, Wei Wu
2017	J	`jnl`	Semisupervised JITL Framework for Nonlinear Industrial Soft Sensing Based on Locally Semisupervised Weighted PCR. IEEE Trans. Ind. Informatics Xiaofeng Yuan, Zhiqiang Ge, Biao Huang, Zhihuan Song, Yalin Wang
2017	J	`jnl`	Soft Sensor Modeling of Nonlinear Industrial Processes Based on Weighted Probabilistic Projection Regression. IEEE Trans. Instrum. Meas. Xiaofeng Yuan, Zhiqiang Ge, Zhihuan Song, Yalin Wang, Chunhua Yang, Hongwei Zhang
2017	J	`jnl`	Variational Bayesian Gaussian Mixture Regression for Soft Sensing Key Variables in Non-Gaussian Industrial Processes. IEEE Trans. Control. Syst. Technol. Jinlin Zhu, Zhiqiang Ge, Zhihuan Song
2016	J	`jnl`	Plant-Wide Industrial Process Monitoring: A Distributed Modeling Framework. IEEE Trans. Ind. Informatics Zhiqiang Ge, Junghui Chen
2016	J	`jnl`	Semisupervised Kernel Learning for FDA Model and its Application for Fault Classification in Industrial Processes. IEEE Trans. Ind. Informatics Zhiqiang Ge, Shiyong Zhong, Yingwei Zhang
2016	J	`jnl`	Supervised Latent Factor Analysis for Process Data Regression Modeling and Soft Sensor Application. IEEE Trans. Control. Syst. Technol. Zhiqiang Ge
2015	J	`jnl`	HMM-Driven Robust Probabilistic Principal Component Analyzer for Dynamic Process Fault Classification. IEEE Trans. Ind. Electron. Jinlin Zhu, Zhiqiang Ge, Zhihuan Song
2015	J	`jnl`	Mixture Bayesian Regularization of PCR Model and Soft Sensing Application. IEEE Trans. Ind. Electron. Zhiqiang Ge
2014	C	`conf`	JITL based local monitoring method for transitions of multiphase batch processes. ACC Feifan Shen, Zhihuan Song, Zhiqiang Ge
2012	C	`conf`	Nonlinear dynamic process monitoring based on kernel partial least squares. ACC Qiaojun Wen, Zhiqiang Ge, Zhihuan Song
2011	J	`jnl`	A distribution-free method for process monitoring. Expert Syst. Appl. Zhiqiang Ge, Zhihuan Song
2011	J	`jnl`	Process structure change detection by eigenvalue-based method. Comput. Chem. Eng. Zhiqiang Ge, Zhihuan Song
2010	—	`conf`	Global-local structure analysis for fault detection. CDC Ruowei Fu, Muguang Zhang, Zhihuan Song, Zhiqiang Ge
2010	C	`conf`	Probabilistic process monitoring with Bayesian regularization. ACC Muguang Zhang, Zhiqiang Ge, Zhihuan Song
2009	—	`conf`	Bayesian method for multimode non-Gaussian process monitoring. CDC Zhiqiang Ge, Zhihuan Song, Muguang Zhang, Ruowei Fu, Zhibo Zhu
2006	—	`conf`	Study of Fuzzy Generalized Predictive Control Algorithm On Nonlinear Systems. ICICIC (1) Qiang Li, Baocun Qu, Zhiqiang Ge, Xisheng Zhan