Zhihuan Song - RankMe

138 papers A* 1C 9Misc 1Journal 113Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Blending Data and Knowledge for Process Industrial Modeling Under Riemannian Preconditioned Bayesian Framework. IEEE Trans. Knowl. Data Eng. Zhichao Chen, Yulong Zhang, Odin Zhang, Fangyikang Wang, Le Yao, Hao Wang, Zhihuan Song
2026	J	`jnl`	Enhancing Few-Shot Surface Defect Recognition via Pre-Trained Large Generative Models. IEEE Trans Autom. Sci. Eng. Xiaoyu Jiang, Zilong Lin, Xiangyin Kong, Jiayu Chen, Zhihuan Song, Min Xie
2026	J	`jnl`	HAD: Heterogeneity-Aware Distillation for Lifelong Heterogeneous Learning. CoRR Xuerui Zhang, Xuehao Wang, Zhan Zhuang, Linglan Zhao, Ziyue Li, Xinmin Zhang, Zhihuan Song, Yu Zhang
2026	J	`jnl`	Information Leakage and Privacy Protection in Industrial Federated Learning. IEEE Trans. Syst. Man Cybern. Syst. Zilong Lin, Xiaoyu Jiang, Xinmin Zhang, Le Yao, Zhihuan Song
2026	J	`jnl`	Label-Noise-Resistant Time-Series Classification With Self-Supervised Label Correction. IEEE Trans. Ind. Informatics Yimeng He, Zidong Wang, Weibo Liu, Jingzhong Fang, Linwei Chen, Zhihuan Song
2026	J	`jnl`	Meta-AWARE: Meta-Learning-Based Automatic Weighted Augmentation for Regression Enhancement in Soft Sensor Applications. IEEE Trans Autom. Sci. Eng. Yuting Lyu, Le Zhou, Zhongfa Cheng, Yanfei Hua, Zhihuan Song
2026	J	`jnl`	SynthFed: Privacy-preserving long-tail ophthalmic diagnosis via VQ-VAE and GPT-augmented federated learning. Biomed. Signal Process. Control. Xiaoyu Jiang, Jinchuan Qian, Aoguang Gu, Xiaoguang Ma, Kai Jin, Xinmin Zhang, Zhihuan Song
2025	J	`jnl`	$\mathrm{E}^{2}\text{AG}$: Entropy-Regularized Ensemble Adaptive Graph for Industrial Soft Sensor Modeling. IEEE CAA J. Autom. Sinica Zhichao Chen, Licheng Pan, Yiran Ma, Zeyu Yang, Le Yao, Jinchuan Qian, Zhihuan Song
2025	J	`jnl`	A diverse embedding-based composite reconstruction encoder-decoder for color fabric defect detection. Expert Syst. Appl. Hongwei Zhang, Liping Meng, Shuai Lu, Zhihuan Song, Lvyuan Wu
2025	J	`jnl`	A novel label-aware global graph construction method and spiking-coded graph neural network for intelligent process fault diagnosis. Neurocomputing Dazi Li, Yurui Zhu, Zhihuan Song, Hamid Reza Karimi
2025	J	`jnl`	AKGNN: When Adaptive Graph Neural Network Meets Kolmogorov-Arnold Network for Industrial Soft Sensors. IEEE Trans. Instrum. Meas. Zeyu Yang, Longying Mao, Lingjian Ye, Yiran Ma, Zhihuan Song, Zhichao Chen
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`	Causality-driven sequence segmentation assisted soft sensing for multiphase industrial processes. Neurocomputing Yimeng He, Xinmin Zhang, Xiangyin Kong, Le Yao, Zhihuan Song
2025	J	`jnl`	CoUDA: Continual Unsupervised Domain Adaptation for Industrial Fault Diagnosis Under Dynamic Working Conditions. IEEE Trans. Ind. Informatics Bojian Chen, Xinmin Zhang, Changqing Shen, Qi Li, Zhihuan Song
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 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`	Enhancing reliability of data-driven soft sensors with stable loss function and sample graph. Comput. Chem. Eng. Ruikun Zhai, Xinmin Zhang, Zhihuan Song, Manabu Kano
2025	J	`jnl`	Erratum to: Data-driven soft sensors in blast furnace ironmaking: a survey. Frontiers Inf. Technol. Electron. Eng. Yueyang Luo, Xinmin Zhang, Manabu Kano, Long Deng, Chunjie Yang, Zhihuan Song
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`	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`	Local Feature Augmented Graph Transformer for Enhanced Industrial Process Fault Diagnosis. IEEE Trans. Instrum. Meas. Yu Qi, Le Yao, Bingbing Shen, Zheren Zhu, Jiusun Zeng, Yi Chai, Zhihuan Song
2025	J	`jnl`	MDFF: A Multilevel Deep Fusion Framework of Multisource Heterogeneous Data for FeO Content Prediction in Sintering Process. IEEE Trans. Instrum. Meas. Shiyi Wei, Chenxin Ye, Yuchen Zhao, Xinmin Zhang, Zhihuan Song
2025	J	`jnl`	MltAuxTSPP: a unified benchmark for deep learning-based traffic state prediction with multi-source auxiliary data. Frontiers Inf. Technol. Electron. Eng. Yusong Zhou, Xiaoyu Jiang, Shu Sun, Xinmin Zhang, Yuanqiu Mo, Zhihuan Song
2025	J	`jnl`	Multi-Objective Optimal Stealthy Attack on Cyber-Physical Systems. IEEE Access Yi-Bo Huang, Zhihuan Song, Wei Yu
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`	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`	Total Structure Multirate Autoregressive Dynamic Latent Variable Model for Multirate Dynamic Process Fault Detection. IEEE Trans. Syst. Man Cybern. Syst. Donglei Zheng, Le Zhou, Yi Liu, Zheng-Guang Wu, Zhihuan Song
2024	J	`jnl`	A Novel Sequence Discriminative Feature Extraction Network and Its Application in Offline Industrial Fault Pattern Clustering. IEEE Trans. Ind. Informatics Jinchuan Qian, Chihang Wei, Zhihuan Song
2024	J	`jnl`	A Systematic Monitoring Framework Utilizing Dynamic Bayesian Network in Plant-Wide Processes. IEEE Trans. Instrum. Meas. Guangjie Chen, Le Zhou, Junhua Zheng, Yi Liu, Zhihuan Song
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`	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`	Causality-driven Sequence Segmentation for Enhancing Multiphase Industrial Process Data Analysis and Soft Sensing. CoRR Yimeng He, Le Yao, Xinmin Zhang, Xiangyin Kong, Zhihuan Song
2024	J	`jnl`	Deep Learning of Partially Labeled Data for Quality Prediction Based on Stacked Target-Related Laplacian Autoencoder. IEEE Trans. Neural Networks Learn. Syst. Bocun He, Xinmin Zhang, Zhihuan Song
2024	J	`jnl`	EnvFormer: A Decomposition-Based Transformer for Multistep Burn-Through Point Prediction in the Sintering Process. IEEE Trans. Instrum. Meas. Yuhan Xie, Bocun He, Xinmin Zhang, Zhihuan Song, Manabu Kano
2024	J	`jnl`	Fault Diagnosis of Ultra-Supercritical Thermal Power Units Based on Improved ICEEMDAN and LeNet-5. IEEE Trans. Instrum. Meas. Chun Wei, Xingfan Zhang, Cheng Zhang, Zhihuan Song
2024	J	`jnl`	Heat Equation Stein Variational Ensemble: Rethinking and Advancing Uncertainty-Aware Soft Sensor Modeling. IEEE Trans. Ind. Informatics Yiran Ma, Zhichao Chen, Zeyu Yang, Xinmin Zhang, Zhihuan Song
2024	J	`jnl`	Information Complementary Fusion Stacked Autoencoders for Soft Sensor Applications in Multimode Industrial Processes. IEEE Trans. Ind. Informatics Xinmin Zhang, Bocun He, Hongyu Zhu, Zhihuan Song
2024	J	`jnl`	Multirate Mixture Probability Principal Component Analysis for Process Monitoring in Multimode Processes. IEEE Trans Autom. Sci. Eng. Yuting Lyu, Le Zhou, Ya Cong, Hongbo Zheng, Zhihuan Song
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	A*	`conf`	Rethinking the Diffusion Models for Missing Data Imputation: A Gradient Flow Perspective. NeurIPS Zhichao Chen, Haoxuan Li, Fangyikang Wang, Odin Zhang, Hu Xu, Xiaoyu Jiang, Zhihuan Song, Hao Wang
2024	J	`jnl`	Rethinking the Diffusion Models for Numerical Tabular Data Imputation from the Perspective of Wasserstein Gradient Flow. CoRR Zhichao Chen, Haoxuan Li, Fangyikang Wang, Odin Zhang, Hu Xu, Xiaoyu Jiang, Zhihuan Song, Eric H. Wang
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`	Root-KGD: A Novel Framework for Root Cause Diagnosis Based on Knowledge Graph and Industrial Data. CoRR Jiyu Chen, Jinchuan Qian, 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`	Stability analysis of discrete-time systems with arbitrary delay kernels based on kernel-related summation inequality and model transformation. Appl. Math. Comput. Yibo Huang, Zhihuan Song, Wei Yu
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	—	`conf`	A Decomposition-based Encoder-Decoder Framework for Multi-step Prediction of Burn-Through Point in Sintering Process. ICPS Yuhan Xie, Bocun He, Xinmin Zhang, Zhihuan Song
2023	J	`jnl`	ABIGX: A Unified Framework for eXplainable Fault Detection and Classification. CoRR Yue Zhuo, Jinchuan Qian, Zhihuan Song, Zhiqiang Ge
2023	C	`conf`	Balanced Adversarial Robust Learning for Industrial Fault Classification with Imbalanced Data. IECON Zhenqin Yin, Xiaoyu Jiang, Jinchuan Qian, Xinmin Zhang, Zhihuan Song, Qinyuan Ren
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	C	`conf`	Data Augmentation Based on Active Virtual Sample Selection for Bearing Fault Diagnosis. SAFEPROCESS Zeyu Song, Xiaoyu Jiang, Wei Yu, Jinchuan Qian, Zhihuan Song
2023	J	`jnl`	Data-driven soft sensors in blast furnace ironmaking: a survey. Frontiers Inf. Technol. Electron. Eng. Yueyang Luo, Xinmin Zhang, Manabu Kano, Long Deng, Chunjie Yang, Zhihuan Song
2023	J	`jnl`	Feature-Aligned Stacked Autoencoder: A Novel Semisupervised Deep Learning Model for Pattern Classification of Industrial Faults. IEEE Trans. Artif. Intell. Xinmin Zhang, Hongyi Zhang, Zhihuan Song
2023	J	`jnl`	First attempt of barrier functions for Caputo's fractional-order nonlinear dynamical systems. Sci. China Inf. Sci. Zheren Zhu, Pengfei Huang, Xinmin Zhang, Yi Chai, Zhihuan Song
2023	C	`conf`	GPBP: Pipeline Extraction of Entities and Relations for Construction of Urban Utility Tunnel Knowledge Graph. SAFEPROCESS Jiyu Chen, Jinchuan Qian, Xinmin Zhang, Zhihuan Song, Chenying Wen, Xueer Fan
2023	J	`jnl`	Object servoing of differential-drive service robots using switched control. J. Control. Decis. Weibin Jia, Wenjie Zhao, Zhihuan Song, Zhengguo Li
2023	J	`jnl`	Real-Time Forecasting of Subsurface Inclusion Defects for Continuous Casting Slabs: A Data-Driven Comparative Study. Sensors Chihang Wei, Zhihuan Song
2023	J	`jnl`	Reinforcement learning-based cost-sensitive classifier for imbalanced fault classification. Sci. China Inf. Sci. Xinmin Zhang, Saite Fan, Zhihuan Song
2023	C	`conf`	Rolling bearing fault diagnosis with variable load and few samples based on multifeature fusion meta-learning. SAFEPROCESS Xuanhong Ye, Xinmin Zhang, Bocun He, Zheren Zhu, Wei Yu, Zhihuan Song
2022	C	`conf`	A Novel Attempt of Barrier Function to the Safety of Caputo's fractional-order systems. CoDIT Zheren Zhu, Nan Liu, Xinmin Zhang, Zhihuan Song, Yi Chai
2022	J	`jnl`	A new rotation forest ensemble algorithm. Int. J. Mach. Learn. Cybern. Chenglin Wen, Tingting Huai, Qinghua Zhang, Zhihuan Song, Feilong Cao
2022	J	`jnl`	Cumulative dual-branch network framework for long-tailed multi-class classification. Eng. Appl. Artif. Intell. Saite Fan, Xinmin Zhang, Zhihuan Song, Weiming Shao
2022	J	`jnl`	Deep Neural Network-Embedded Stochastic Nonlinear State-Space Models and Their Applications to Process Monitoring. IEEE Trans. Neural Networks Learn. Syst. Kai Wang, Junghui Chen, Zhihuan Song, Yalin Wang, Chunhua Yang
2022	J	`jnl`	Dynamic Process Monitoring Based on Variational Bayesian Canonical Variate Analysis. IEEE Trans. Syst. Man Cybern. Syst. Jiaxin Yu, Lingjian Ye, Le Zhou, Zeyu Yang, Feifan Shen, Zhihuan Song
2022	J	`jnl`	Generalized transformer in fault diagnosis of Tennessee Eastman process. Neural Comput. Appl. Lei Zhang, Zhihuan Song, Qinghua Zhang, Zhiping Peng
2022	J	`jnl`	Hessian Semisupervised Scatter Regularized Classification Model With Geometric and Discriminative Information for Nonlinear Process. IEEE Trans. Cybern. Chihang Wei, Liyun Zuo, Xinmin Zhang, Zhihuan Song
2022	J	`jnl`	Identification of important factors influencing nonlinear counting systems. Frontiers Inf. Technol. Electron. Eng. Xinmin Zhang, Jingbo Wang, Chihang Wei, Zhihuan Song
2022	J	`jnl`	Imbalanced Sample Selection With Deep Reinforcement Learning for Fault Diagnosis. IEEE Trans. Ind. Informatics Saite Fan, Xinmin Zhang, Zhihuan Song
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`	Multi-Scale Exposure Fusion via Content Adaptive Edge-Preserving Smoothing Pyramids. IEEE Trans. Consumer Electron. Weibin Jia, Zhihuan Song, Zhengguo Li
2022	J	`jnl`	Multi-scale Fusion of Stretched Infrared and Visible Images. Sensors Weibin Jia, Zhihuan Song, Zhengguo Li
2021	—	`conf`	A New Safety Criterion for Dynamics Systems by Barrier Function based on Forward Invariant Set. CAA SAFEPROCESS Zheren Zhu, Yi Chai, Zhihuan Song, Pengfei Huang
2021	J	`jnl`	Dynamic Variational Bayesian Student's T Mixture Regression With Hidden Variables Propagation for Industrial Inferential Sensor Development. IEEE Trans. Ind. Informatics Jingbo Wang, Weiming Shao, Xinmin Zhang, Zhihuan Song
2021	J	`jnl`	Kernel Generalization of Multi-Rate Probabilistic Principal Component Analysis for Fault Detection in Nonlinear Process. IEEE CAA J. Autom. Sinica Donglei Zheng, Le Zhou, Zhihuan Song
2021	J	`jnl`	Object Servoing of Differential-Drive Robots. CoRR Weibin Jia, Wenjie Zhao, Zhihuan Song, Zhengguo Li
2021	J	`jnl`	Reinforced knowledge distillation: Multi-class imbalanced classifier based on policy gradient reinforcement learning. Neurocomputing Saite Fan, Xinmin Zhang, Zhihuan Song
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 Sensor Development for Multioutput Nonlinear Processes Based on Bilinear Neighborhood Preserving Regression Model With Localized Construction. IEEE Trans. Ind. Informatics Chihang Wei, Weiming Shao, Zhihuan Song
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`	Deep Learning of Complex Batch Process Data and Its Application on Quality Prediction. IEEE Trans. Ind. Informatics Kai Wang, R. Bhushan Gopaluni, Junghui Chen, 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`	Generalized Semisupervised Self-Optimizing Kernel Model for Quality-Related Industrial Process Monitoring. IEEE Trans. Ind. Electron. Chihang Wei, Zhihuan Song
2020	J	`jnl`	Locally linear back-propagation based contribution for nonlinear process fault diagnosis. IEEE CAA J. Autom. Sinica Jinchuan Qian, Li Jiang, Zhihuan Song
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
2019	—	`conf`	Back-propagation Based Contribution for nonlinear fault diagnosis. CAA SAFEPROCESS Jinchuan Qian, Li Jiang, Zhihuan Song, Zhiqiang Ge
2019	J	`jnl`	Concurrent Fault Detection and Anomaly Location in Closed-Loop Dynamic Systems With Measured Disturbances. IEEE Trans Autom. Sci. Eng. Kai Wang, Junghui Chen, Zhihuan Song
2019	J	`jnl`	Development of Self-Learning Kernel Regression Models for Virtual Sensors on Nonlinear Processes. IEEE Trans Autom. Sci. Eng. Chihang Wei, Junghui Chen, Zhihuan Song, Chun-I 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	—	`conf`	Fault Detection Based on Variational Autoencoders for Complex Nonlinear Processes. ASCC Kai Wang, Junghui Chen, Zhihuan Song
2019	—	`conf`	Multiphase and Multimode Monitoring of Batch Processes Based on Density Peak Clustering and Just-in-time Learning. CAA SAFEPROCESS Saite Fan, Feifan Shen, Zhihuan Song
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	—	`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`	Performance Analysis of Dynamic PCA for Closed-Loop Process Monitoring and Its Improvement by Output Oversampling Scheme. IEEE Trans. Control. Syst. Technol. Kai Wang, Junghui Chen, Zhihuan Song
2019	J	`jnl`	Primary-Auxiliary Statistical Local Kernel Principal Component Analysis and Its Application to Incipient Fault Detection of Nonlinear Industrial Processes. IEEE Access Xiaogang Deng, Peipei Cai, Jiawei Deng, Yuping Cao, Zhihuan Song
2019	—	`conf`	Robust Soft Sensing for Multi-mode Processes Based on Bayesian Regularized Student's-t Mixture Regression. ASCC Jingbo Wang, Weiming Shao, Zhihuan Song
2019	J	`jnl`	Robust Supervised Probabilistic Factor Analysis and Its Application to Industrial Soft Sensor Modeling. IEEE Access Weiming Shao, Hongwei Zhang, Zhihuan Song
2019	J	`jnl`	Robust inferential sensor development based on variational Bayesian Student's- Neurocomputing Jingbo Wang, Weiming Shao, Zhihuan Song
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
2019	J	`jnl`	Systematic Development of a New Variational Autoencoder Model Based on Uncertain Data for Monitoring Nonlinear Processes. IEEE Access Kai Wang, Michael G. Forbes, R. Bhushan Gopaluni, Junghui Chen, Zhihuan Song
2018	J	`jnl`	A new excitation scheme for closed-loop subspace identification using additional sampling outputs and its extension to instrumental variable method. J. Frankl. Inst. Kai Wang, Junghui Chen, Zhihuan Song
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`	Fault diagnosis for processes with feedback control loops by shifted output sampling approach. J. Frankl. Inst. Kai Wang, Junghui Chen, 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`	Student's- Sensors Jingbo Wang, Weiming Shao, Zhihuan Song
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`	Autoregressive Dynamic Latent Variable Models for Process Monitoring. IEEE Trans. Control. Syst. Technol. Le Zhou, Gang Li, Zhihuan Song, Si-Zhao Joe Qin
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`	Non-Gaussian Industrial Process Monitoring With Probabilistic Independent Component Analysis. IEEE Trans Autom. Sci. Eng. Jinlin Zhu, Zhiqiang Ge, Zhihuan Song
2017	J	`jnl`	Retrofit Self-Optimizing Control: A Step Forward Toward Real Implementation. IEEE Trans. Ind. Electron. Lingjian Ye, Yi Cao, Xiaofeng Yuan, Zhihuan Song
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	—	`conf`	Soft sensors of nonlinear industrial processes based on self-learning kernel regression model. ASCC Chihang Wei, Junghui Chen, Zhihuan Song, Chun-I Chen
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	—	`conf`	Retrofit self-optimizing control of Tennessee Eastman process. ICIT Lingjian Ye, Yi Cao, Xiaofeng Yuan, Zhihuan Song
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`	Impact analysis of sampling numbers on the method of snapshots. J. Comput. Methods Sci. Eng. Hongwei Guan, Lingjian Ye, Xiushui Ma, Zhihuan Song
2014	J	`jnl`	Data driven model mismatch detection based on statistical band of Markov parameters. Comput. Electr. Eng. Feng Yin, Hong Wang, Lei Xie, Ping Wu, Zhihuan Song
2014	C	`conf`	JITL based local monitoring method for transitions of multiphase batch processes. ACC Feifan Shen, Zhihuan Song, Zhiqiang Ge
2013	—	`conf`	A soft-sensor for estimating copper quality by image analysis technology. ICCA Xiaofeng Yuan, Hongwei Zhang, Zhihuan Song
2013	—	`conf`	Fuzzy logic surge control in variable speed axial compressors. ICCA Shu Lin, Chunjie Yang, Ping Wu, Zhihuan Song
2013	J	`jnl`	Multi-step prediction of chaotic time-series with intermittent failures based on the generalized nonlinear filtering methods. Appl. Math. Comput. Xuedong Wu, Zhihuan Song
2012	J	`jnl`	Bottleneck Recognition by Virtual Temperature Field in Wireless Sensor Networks. Ad Hoc Sens. Wirel. Networks De Gu, Zhihuan Song
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	J	`jnl`	A neurocomputational method for fully automated 3D dendritic spine detection and segmentation of medium-sized spiny neurons. NeuroImage Yong Zhang, Kun Chen, Matthew Baron, Merille A. Teylan, Yong Kim, Zhihuan Song, Paul Greengard, Stephen T. C. Wong
2010	Misc	`conf`	Complex Supply Networks Evolving Model: Complex Networks perspective. ISKE Gang Li, Qi Xuan, Zhihuan Song, Xiaogang Jin
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
2009	J	`jnl`	Behavioral Modeling of RF Power amplifiers Using Modified Volterra Series. J. Circuits Syst. Comput. Zhe Jin, Yanwei Zhou, Zhihuan Song
2000	C	`conf`	Wavelet-based frequency band weighting approach to control-relevant process identification. ACC Haiqing Wang, Zhihuan Song, Ping Li