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Zhi-Huan Song
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2020 – today
- 2025
[j87]Dazi Li, Yurui Zhu, Zhihuan Song, Hamid Reza Karimi:
A novel label-aware global graph construction method and spiking-coded graph neural network for intelligent process fault diagnosis. Neurocomputing 611: 128707 (2025)- [j86]Yimeng He, Xinmin Zhang, Xiangyin Kong, Le Yao
, Zhihuan Song:
Causality-driven sequence segmentation assisted soft sensing for multiphase industrial processes. Neurocomputing 631: 129612 (2025) - [j85]Shiyi Wei, Chenxin Ye, Yuchen Zhao, Xinmin Zhang, Zhihuan Song:
MDFF: A Multilevel Deep Fusion Framework of Multisource Heterogeneous Data for FeO Content Prediction in Sintering Process. IEEE Trans. Instrum. Meas. 74: 1-11 (2025) - [j84]Zhichao Chen, Hao Wang, Zhihuan Song, Zhiqiang Ge:
Improving Data-Driven Inferential Sensor Modeling by Industrial Knowledge: A Bayesian Perspective. IEEE Trans. Syst. Man Cybern. Syst. 55(2): 1043-1055 (2025) - 2024
- [j83]Yibo Huang, Zhihuan Song, Wei Yu:
Stability analysis of discrete-time systems with arbitrary delay kernels based on kernel-related summation inequality and model transformation. Appl. Math. Comput. 476: 128740 (2024) - [j82]Yuting Lyu, Le Zhou, Ya Cong, Hongbo Zheng, Zhihuan Song:
Multirate Mixture Probability Principal Component Analysis for Process Monitoring in Multimode Processes. IEEE Trans Autom. Sci. Eng. 21(2): 2027-2038 (2024) - [j81]Zhenqin Yin, Xinmin Zhang, Zhihuan Song, Zhiqiang Ge:
Adversarial Learning From Imbalanced Data: A Robust Industrial Fault Classification Method. IEEE Trans. Inf. Forensics Secur. 19: 1870-1882 (2024) - [j80]Xinmin Zhang, Bocun He, Hongyu Zhu, Zhihuan Song:
Information Complementary Fusion Stacked Autoencoders for Soft Sensor Applications in Multimode Industrial Processes. IEEE Trans. Ind. Informatics 20(1): 106-116 (2024) - [j79]Jinchuan Qian, Chihang Wei, Zhihuan Song:
A Novel Sequence Discriminative Feature Extraction Network and Its Application in Offline Industrial Fault Pattern Clustering. IEEE Trans. Ind. Informatics 20(2): 3025-3033 (2024) - [j78]Ruikun Zhai, Junhua Zheng, Zhihuan Song, Zhiqiang Ge:
Reliable Soft Sensors With an Inherent Process Graph Constraint. IEEE Trans. Ind. Informatics 20(6): 8798-8806 (2024) - [j77]Zhichao Chen, Hao Wang, Guofei Chen, Yiran Ma, Le Yao, Zhiqiang Ge, Zhihuan Song:
Analyzing and Improving Supervised Nonlinear Dynamical Probabilistic Latent Variable Model for Inferential Sensors. IEEE Trans. Ind. Informatics 20(11): 13296-13307 (2024) - [j76]Yiran Ma, Zhichao Chen, Zeyu Yang, Xinmin Zhang, Zhihuan Song:
Heat Equation Stein Variational Ensemble: Rethinking and Advancing Uncertainty-Aware Soft Sensor Modeling. IEEE Trans. Ind. Informatics 20(12): 13996-14005 (2024) - [j75]Xiaoyu Jiang, Xiangyin Kong, Junhua Zheng, Zhiqiang Ge, Xinmin Zhang, Zhihuan Song:
Robust Adversarial Attacks on Imperfect Deep Neural Networks in Fault Classification. IEEE Trans. Ind. Informatics 20(12): 14297-14307 (2024) - [j74]Guangjie Chen, Le Zhou, Junhua Zheng, Yi Liu, Zhihuan Song:
A Systematic Monitoring Framework Utilizing Dynamic Bayesian Network in Plant-Wide Processes. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [j73]Chun Wei, Xingfan Zhang, Cheng Zhang, Zhihuan Song:
Fault Diagnosis of Ultra-Supercritical Thermal Power Units Based on Improved ICEEMDAN and LeNet-5. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j72]Yuhan Xie, Bocun He, Xinmin Zhang, Zhihuan Song, Manabu Kano:
EnvFormer: A Decomposition-Based Transformer for Multistep Burn-Through Point Prediction in the Sintering Process. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - [j71]Zhichao Chen, Zhihuan Song, Zhiqiang Ge:
Variational Inference Over Graph: Knowledge Representation for Deep Process Data Analytics. IEEE Trans. Knowl. Data Eng. 36(6): 2730-2744 (2024) - [j70]Bocun He, Xinmin Zhang, Zhihuan Song:
Deep Learning of Partially Labeled Data for Quality Prediction Based on Stacked Target-Related Laplacian Autoencoder. IEEE Trans. Neural Networks Learn. Syst. 35(3): 2927-2941 (2024) - [j69]Yue Zhuo, Zhihuan Song, Zhiqiang Ge:
Security Versus Accuracy: Trade-Off Data Modeling to Safe Fault Classification Systems. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12095-12106 (2024) - [c31]Zhichao Chen, Haoxuan Li, Fangyikang Wang, Odin Zhang, Hu Xu, Xiaoyu Jiang, Zhihuan Song, Hao Wang:
Rethinking the Diffusion Models for Missing Data Imputation: A Gradient Flow Perspective. NeurIPS 2024 - [i5]Jiyu Chen, Jinchuan Qian, Xinmin Zhang, Zhihuan Song:
Root-KGD: A Novel Framework for Root Cause Diagnosis Based on Knowledge Graph and Industrial Data. CoRR abs/2406.13664 (2024) - [i4]Zhichao Chen, Haoxuan Li, Fangyikang Wang, Odin Zhang, Hu Xu, Xiaoyu Jiang, Zhihuan Song, Eric H. Wang:
Rethinking the Diffusion Models for Numerical Tabular Data Imputation from the Perspective of Wasserstein Gradient Flow. CoRR abs/2406.15762 (2024) - [i3]Yimeng He, Le Yao, Xinmin Zhang, Xiangyin Kong, Zhihuan Song:
Causality-driven Sequence Segmentation for Enhancing Multiphase Industrial Process Data Analysis and Soft Sensing. CoRR abs/2407.05954 (2024) - 2023
- [j68]Zheren Zhu, Pengfei Huang, Xinmin Zhang, Yi Chai, Zhihuan Song:
First attempt of barrier functions for Caputo's fractional-order nonlinear dynamical systems. Sci. China Inf. Sci. 66(7) (2023) - [j67]Xinmin Zhang, Saite Fan, Zhihuan Song:
Reinforcement learning-based cost-sensitive classifier for imbalanced fault classification. Sci. China Inf. Sci. 66(11) (2023) - [j66]Weibin Jia, Wenjie Zhao, Zhihuan Song, Zhengguo Li:
Object servoing of differential-drive service robots using switched control. J. Control. Decis. 10(3): 314-325 (2023) - [j65]Yueyang Luo, Xinmin Zhang, Manabu Kano, Long Deng, Chunjie Yang, Zhihuan Song:
Data-driven soft sensors in blast furnace ironmaking: a survey. Frontiers Inf. Technol. Electron. Eng. 24(3): 327-354 (2023) - [j64]Chihang Wei, Zhihuan Song:
Real-Time Forecasting of Subsurface Inclusion Defects for Continuous Casting Slabs: A Data-Driven Comparative Study. Sensors 23(12): 5415 (2023) - [j63]Xinmin Zhang, Hongyi Zhang, Zhihuan Song:
Feature-Aligned Stacked Autoencoder: A Novel Semisupervised Deep Learning Model for Pattern Classification of Industrial Faults. IEEE Trans. Artif. Intell. 4(4): 592-601 (2023) - [j62]Yimeng He, Le Yao, Zhiqiang Ge, Zhihuan Song:
Causal Generative Model for Root-Cause Diagnosis and Fault Propagation Analysis in Industrial Processes. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [c30]Jiyu Chen, Jinchuan Qian, Xinmin Zhang, Zhihuan Song, Chenying Wen, Xueer Fan:
GPBP: Pipeline Extraction of Entities and Relations for Construction of Urban Utility Tunnel Knowledge Graph. SAFEPROCESS 2023: 1-6 - [c29]Zeyu Song, Xiaoyu Jiang, Wei Yu, Jinchuan Qian, Zhihuan Song:
Data Augmentation Based on Active Virtual Sample Selection for Bearing Fault Diagnosis. SAFEPROCESS 2023: 1-6 - [c28]Xuanhong Ye, Xinmin Zhang, Bocun He, Zheren Zhu, Wei Yu, Zhihuan Song:
Rolling bearing fault diagnosis with variable load and few samples based on multifeature fusion meta-learning. SAFEPROCESS 2023: 1-6 - [c27]Yuhan Xie, Bocun He, Xinmin Zhang, Zhihuan Song:
A Decomposition-based Encoder-Decoder Framework for Multi-step Prediction of Burn-Through Point in Sintering Process. ICPS 2023: 1-6 - [c26]Zhenqin Yin, Xiaoyu Jiang, Jinchuan Qian, Xinmin Zhang, Zhihuan Song, Qinyuan Ren:
Balanced Adversarial Robust Learning for Industrial Fault Classification with Imbalanced Data. IECON 2023: 1-6 - [i2]Yue Zhuo, Jinchuan Qian, Zhihuan Song, Zhiqiang Ge:
ABIGX: A Unified Framework for eXplainable Fault Detection and Classification. CoRR abs/2311.05316 (2023) - 2022
- [j61]Zhiqiang Ge, Zhihuan Song, Xin Li, Lei Zhang:
Meta conditional variational auto-encoder for domain generalization. Comput. Vis. Image Underst. 222: 103503 (2022) - [j60]Saite Fan, Xinmin Zhang, Zhihuan Song, Weiming Shao:
Cumulative dual-branch network framework for long-tailed multi-class classification. Eng. Appl. Artif. Intell. 114: 105080 (2022) - [j59]Xinmin Zhang, Jingbo Wang, Chihang Wei, Zhihuan Song:
Identification of important factors influencing nonlinear counting systems. Frontiers Inf. Technol. Electron. Eng. 23(1): 123-133 (2022) - [j58]Chenglin Wen, Tingting Huai, Qinghua Zhang, Zhihuan Song, Feilong Cao:
A new rotation forest ensemble algorithm. Int. J. Mach. Learn. Cybern. 13(11): 3569-3576 (2022) - [j57]Lei Zhang, Zhihuan Song, Qinghua Zhang, Zhiping Peng:
Generalized transformer in fault diagnosis of Tennessee Eastman process. Neural Comput. Appl. 34(11): 8575-8585 (2022) - [j56]Weibin Jia, Zhihuan Song, Zhengguo Li:
Multi-scale Fusion of Stretched Infrared and Visible Images. Sensors 22(17): 6660 (2022) - [j55]Weibin Jia, Zhihuan Song, Zhengguo Li:
Multi-Scale Exposure Fusion via Content Adaptive Edge-Preserving Smoothing Pyramids. IEEE Trans. Consumer Electron. 68(4): 317-326 (2022) - [j54]Chihang Wei, Liyun Zuo, Xinmin Zhang, Zhihuan Song:
Hessian Semisupervised Scatter Regularized Classification Model With Geometric and Discriminative Information for Nonlinear Process. IEEE Trans. Cybern. 52(9): 8862-8875 (2022) - [j53]Saite Fan, Xinmin Zhang, Zhihuan Song:
Imbalanced Sample Selection With Deep Reinforcement Learning for Fault Diagnosis. IEEE Trans. Ind. Informatics 18(4): 2518-2527 (2022) - [j52]Kai Wang, Junghui Chen, Zhihuan Song, Yalin Wang, Chunhua Yang:
Deep Neural Network-Embedded Stochastic Nonlinear State-Space Models and Their Applications to Process Monitoring. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7682-7694 (2022) - [j51]Jiaxin Yu, Lingjian Ye, Le Zhou, Zeyu Yang, Feifan Shen, Zhihuan Song:
Dynamic Process Monitoring Based on Variational Bayesian Canonical Variate Analysis. IEEE Trans. Syst. Man Cybern. Syst. 52(4): 2412-2422 (2022) - [c25]Zheren Zhu, Nan Liu, Xinmin Zhang, Zhihuan Song, Yi Chai:
A Novel Attempt of Barrier Function to the Safety of Caputo's fractional-order systems. CoDIT 2022: 51-56 - 2021
- [j50]Donglei Zheng, Le Zhou, Zhihuan Song:
Kernel Generalization of Multi-Rate Probabilistic Principal Component Analysis for Fault Detection in Nonlinear Process. IEEE CAA J. Autom. Sinica 8(8): 1465-1476 (2021) - [j49]Saite Fan, Xinmin Zhang, Zhihuan Song:
Reinforced knowledge distillation: Multi-class imbalanced classifier based on policy gradient reinforcement learning. Neurocomputing 463: 422-436 (2021) - [j48]Weiming Shao, Zhiqiang Ge, Zhihuan Song:
Semisupervised Bayesian Gaussian Mixture Models for Non-Gaussian Soft Sensor. IEEE Trans. Cybern. 51(7): 3455-3468 (2021) - [j47]Chihang Wei, Weiming Shao, Zhihuan Song:
Virtual Sensor Development for Multioutput Nonlinear Processes Based on Bilinear Neighborhood Preserving Regression Model With Localized Construction. IEEE Trans. Ind. Informatics 17(4): 2500-2510 (2021) - [j46]Jingbo Wang, Weiming Shao, Xinmin Zhang, Zhihuan Song:
Dynamic Variational Bayesian Student's T Mixture Regression With Hidden Variables Propagation for Industrial Inferential Sensor Development. IEEE Trans. Ind. Informatics 17(8): 5314-5324 (2021) - [c24]Zheren Zhu, Yi Chai, Zhihuan Song, Pengfei Huang:
A New Safety Criterion for Dynamics Systems by Barrier Function based on Forward Invariant Set. CAA SAFEPROCESS 2021: 1-6 - [i1]Weibin Jia, Wenjie Zhao, Zhihuan Song, Zhengguo Li:
Object Servoing of Differential-Drive Robots. CoRR abs/2111.05710 (2021) - 2020
- [j45]Junhua Zheng, Jinlin Zhu, Guangjie Chen, Zhihuan Song, Zhiqiang Ge:
Dynamic Bayesian network for robust latent variable modeling and fault classification. Eng. Appl. Artif. Intell. 89: 103475 (2020) - [j44]Jinchuan Qian, Li Jiang, Zhihuan Song:
Locally linear back-propagation based contribution for nonlinear process fault diagnosis. IEEE CAA J. Autom. Sinica 7(3): 764-775 (2020) - [j43]Weiming Shao, Zhiqiang Ge, Le Yao, Zhihuan Song:
Bayesian Nonlinear Gaussian Mixture Regression and its Application to Virtual Sensing for Multimode Industrial Processes. IEEE Trans Autom. Sci. Eng. 17(2): 871-885 (2020) - [j42]Chihang Wei, Zhihuan Song:
Generalized Semisupervised Self-Optimizing Kernel Model for Quality-Related Industrial Process Monitoring. IEEE Trans. Ind. Electron. 67(12): 10876-10886 (2020) - [j41]Weiming Shao, Zhiqiang Ge, Zhihuan Song:
Bayesian Just-in-Time Learning and Its Application to Industrial Soft Sensing. IEEE Trans. Ind. Informatics 16(4): 2787-2798 (2020) - [j40]Weiming Shao, Zhiqiang Ge, Zhihuan Song, Jingbo Wang:
Semisupervised Robust Modeling of Multimode Industrial Processes for Quality Variable Prediction Based on Student's t Mixture Model. IEEE Trans. Ind. Informatics 16(5): 2965-2976 (2020) - [j39]Kai Wang, R. Bhushan Gopaluni, Junghui Chen, Zhihuan Song:
Deep Learning of Complex Batch Process Data and Its Application on Quality Prediction. IEEE Trans. Ind. Informatics 16(12): 7233-7242 (2020)
2010 – 2019
- 2019
- [j38]Kai Wang, Michael G. Forbes, R. Bhushan Gopaluni, Junghui Chen, Zhihuan Song:
Systematic Development of a New Variational Autoencoder Model Based on Uncertain Data for Monitoring Nonlinear Processes. IEEE Access 7: 22554-22565 (2019) - [j37]Xiaogang Deng, Peipei Cai, Jiawei Deng, Yuping Cao, Zhihuan Song:
Primary-Auxiliary Statistical Local Kernel Principal Component Analysis and Its Application to Incipient Fault Detection of Nonlinear Industrial Processes. IEEE Access 7: 122192-122204 (2019) - [j36]Weiming Shao, Hongwei Zhang, Zhihuan Song:
Robust Supervised Probabilistic Factor Analysis and Its Application to Industrial Soft Sensor Modeling. IEEE Access 7: 184038-184052 (2019) - [j35]Jingbo Wang, Weiming Shao, Zhihuan Song:
Robust inferential sensor development based on variational Bayesian Student's-t mixture regression. Neurocomputing 369: 11-28 (2019) - [j34]Chihang Wei, Junghui Chen, Zhihuan Song, Chun-I Chen:
Development of Self-Learning Kernel Regression Models for Virtual Sensors on Nonlinear Processes. IEEE Trans Autom. Sci. Eng. 16(1): 286-297 (2019) - [j33]Kai Wang, Junghui Chen, Zhihuan Song:
Concurrent Fault Detection and Anomaly Location in Closed-Loop Dynamic Systems With Measured Disturbances. IEEE Trans Autom. Sci. Eng. 16(3): 1033-1045 (2019) - [j32]Ya Cong, Le Zhou, Zhihuan Song, Zhiqiang Ge:
Multirate Dynamic Process Monitoring Based on Multirate Linear Gaussian State-Space Model. IEEE Trans Autom. Sci. Eng. 16(4): 1708-1719 (2019) - [j31]Kai Wang, Junghui Chen, Zhihuan Song:
Performance Analysis of Dynamic PCA for Closed-Loop Process Monitoring and Its Improvement by Output Oversampling Scheme. IEEE Trans. Control. Syst. Technol. 27(1): 378-385 (2019) - [j30]Weiming Shao, Zhiqiang Ge, Zhihuan Song:
Soft-Sensor Development for Processes With Multiple Operating Modes Based on Semisupervised Gaussian Mixture Regression. IEEE Trans. Control. Syst. Technol. 27(5): 2169-2181 (2019) - [j29]Weiming Shao, Le Yao, Zhiqiang Ge, Zhihuan Song:
Parallel Computing and SGD-Based DPMM For Soft Sensor Development With Large-Scale Semisupervised Data. IEEE Trans. Ind. Electron. 66(8): 6362-6373 (2019) - [j28]Le Zhou, Yaoxin Wang, Zhiqiang Ge, Zhihuan Song:
Multirate Factor Analysis Models for Fault Detection in Multirate Processes. IEEE Trans. Ind. Informatics 15(7): 4076-4085 (2019) - [c23]Weiming Shao, Zhiqiang Ge, Zhihuan Song, Li Zhao:
Nonlinear Inferential Sensor Development Based on GMM-ELM. ASCC 2019: 867-872 - [c22]Jingbo Wang, Weiming Shao, Zhihuan Song:
Robust Soft Sensing for Multi-mode Processes Based on Bayesian Regularized Student's-t Mixture Regression. ASCC 2019: 873-878 - [c21]Kai Wang, Junghui Chen, Zhihuan Song:
Fault Detection Based on Variational Autoencoders for Complex Nonlinear Processes. ASCC 2019: 1352-1357 - [c20]Saite Fan, Feifan Shen, Zhihuan Song:
Multiphase and Multimode Monitoring of Batch Processes Based on Density Peak Clustering and Just-in-time Learning. CAA SAFEPROCESS 2019: 263-268 - [c19]Jinchuan Qian, Li Jiang, Zhihuan Song, Zhiqiang Ge:
Back-propagation Based Contribution for nonlinear fault diagnosis. CAA SAFEPROCESS 2019: 315-320 - [c18]Le Zhou, Zhiqiang Ge, Zhihuan Song, Si-Zhao Joe Qin:
Dynamic Processes Modeling and Monitoring based on a Novel Dynamic Latent Variable Model. CAA SAFEPROCESS 2019: 589-595 - 2018
- [j27]Jinlin Zhu, Zhiqiang Ge, Zhihuan Song, Furong Gao:
Review and big data perspectives on robust data mining approaches for industrial process modeling with outliers and missing data. Annu. Rev. Control. 46: 107-133 (2018) - [j26]Jinlin Zhu, Zhiqiang Ge, Zhihuan Song:
Distributed Gaussian mixture model for monitoring plant-wide processes with multiple operating modes. IFAC J. Syst. Control. 6: 1-15 (2018) - [j25]Kai Wang, Junghui Chen, Zhihuan Song:
Fault diagnosis for processes with feedback control loops by shifted output sampling approach. J. Frankl. Inst. 355(7): 3249-3273 (2018) - [j24]Kai Wang, Junghui Chen, Zhihuan Song:
A new excitation scheme for closed-loop subspace identification using additional sampling outputs and its extension to instrumental variable method. J. Frankl. Inst. 355(14): 6675-6692 (2018) - [j23]Jingbo Wang, Weiming Shao, Zhihuan Song:
Student's-t Mixture Regression-Based Robust Soft Sensor Development for Multimode Industrial Processes. Sensors 18(11): 3968 (2018) - [j22]Xiaofeng Yuan, Yalin Wang, Chunhua Yang, Zhiqiang Ge, Zhihuan Song, Weihua Gui:
Weighted Linear Dynamic System for Feature Representation and Soft Sensor Application in Nonlinear Dynamic Industrial Processes. IEEE Trans. Ind. Electron. 65(2): 1508-1517 (2018) - [j21]Le Zhou, Jiaqi Zheng, Zhiqiang Ge, Zhihuan Song, Shengdao Shan:
Multimode Process Monitoring Based on Switching Autoregressive Dynamic Latent Variable Model. IEEE Trans. Ind. Electron. 65(10): 8184-8194 (2018) - 2017
- [j20]Zhiqiang Ge, Zhihuan Song, Steven X. Ding, Biao Huang:
Data Mining and Analytics in the Process Industry: The Role of Machine Learning. IEEE Access 5: 20590-20616 (2017) - [j19]Jinlin Zhu, Zhiqiang Ge, Zhihuan Song:
Non-Gaussian Industrial Process Monitoring With Probabilistic Independent Component Analysis. IEEE Trans Autom. Sci. Eng. 14(2): 1309-1319 (2017) - [j18]Le Zhou, Gang Li, Zhihuan Song, Si-Zhao Joe Qin:
Autoregressive Dynamic Latent Variable Models for Process Monitoring. IEEE Trans. Control. Syst. Technol. 25(1): 366-373 (2017) - [j17]Jinlin Zhu, Zhiqiang Ge, Zhihuan Song:
Variational Bayesian Gaussian Mixture Regression for Soft Sensing Key Variables in Non-Gaussian Industrial Processes. IEEE Trans. Control. Syst. Technol. 25(3): 1092-1099 (2017) - [j16]Xiaofeng Yuan, Zhiqiang Ge, Biao Huang, Zhihuan Song:
A Probabilistic Just-in-Time Learning Framework for Soft Sensor Development With Missing Data. IEEE Trans. Control. Syst. Technol. 25(3): 1124-1132 (2017) - [j15]Lingjian Ye, Yi Cao, Xiaofeng Yuan, Zhihuan Song:
Retrofit Self-Optimizing Control: A Step Forward Toward Real Implementation. IEEE Trans. Ind. Electron. 64(6): 4662-4670 (2017) - [j14]Xiaofeng Yuan, Zhiqiang Ge, Biao Huang, Zhihuan Song, Yalin Wang:
Semisupervised JITL Framework for Nonlinear Industrial Soft Sensing Based on Locally Semisupervised Weighted PCR. IEEE Trans. Ind. Informatics 13(2): 532-541 (2017) - [j13]Jinlin Zhu, Zhiqiang Ge, Zhihuan Song:
Distributed Parallel PCA for Modeling and Monitoring of Large-Scale Plant-Wide Processes With Big Data. IEEE Trans. Ind. Informatics 13(4): 1877-1885 (2017) - [j12]Xiaofeng Yuan, Zhiqiang Ge, Zhihuan Song, Yalin Wang, Chunhua Yang, Hongwei Zhang:
Soft Sensor Modeling of Nonlinear Industrial Processes Based on Weighted Probabilistic Projection Regression. IEEE Trans. Instrum. Meas. 66(4): 837-845 (2017) - [c17]Chihang Wei, Junghui Chen, Zhihuan Song, Chun-I Chen:
Soft sensors of nonlinear industrial processes based on self-learning kernel regression model. ASCC 2017: 1783-1788 - 2016
- [c16]Lingjian Ye, Yi Cao, Xiaofeng Yuan, Zhihuan Song:
Retrofit self-optimizing control of Tennessee Eastman process. ICIT 2016: 866-871 - 2015
- [j11]Hongwei Guan, Lingjian Ye, Xiushui Ma, Zhihuan Song:
Impact analysis of sampling numbers on the method of snapshots. J. Comput. Methods Sci. Eng. 15(2): 221-228 (2015) - [j10]Jinlin Zhu, Zhiqiang Ge, Zhihuan Song:
HMM-Driven Robust Probabilistic Principal Component Analyzer for Dynamic Process Fault Classification. IEEE Trans. Ind. Electron. 62(6): 3814-3821 (2015) - 2014
- [j9]Feng Yin, Hong Wang, Lei Xie, Ping Wu, Zhihuan Song:
Data driven model mismatch detection based on statistical band of Markov parameters. Comput. Electr. Eng. 40(7): 2178-2192 (2014) - [c15]Feifan Shen, Zhihuan Song, Zhiqiang Ge:
JITL based local monitoring method for transitions of multiphase batch processes. ACC 2014: 1957-1962 - 2013
- [j8]Xuedong Wu, Zhihuan Song:
Multi-step prediction of chaotic time-series with intermittent failures based on the generalized nonlinear filtering methods. Appl. Math. Comput. 219(16): 8584-8594 (2013) - [c14]Xiaofeng Yuan, Hongwei Zhang, Zhihuan Song:
A soft-sensor for estimating copper quality by image analysis technology. ICCA 2013: 991-996 - [c13]Shu Lin, Chunjie Yang, Ping Wu, Zhihuan Song:
Fuzzy logic surge control in variable speed axial compressors. ICCA 2013: 1178-1183 - 2012
- [j7]De Gu, Zhihuan Song:
Bottleneck Recognition by Virtual Temperature Field in Wireless Sensor Networks. Ad Hoc Sens. Wirel. Networks 15(2-4): 127-150 (2012) - [c12]Qiaojun Wen, Zhiqiang Ge, Zhihuan Song:
Nonlinear dynamic process monitoring based on kernel partial least squares. ACC 2012: 6650-6654 - 2011
- [j6]Zhiqiang Ge, Zhihuan Song:
Process structure change detection by eigenvalue-based method. Comput. Chem. Eng. 35(2): 284-295 (2011) - [j5]Zhi-Bo Zhu, Zhi-Huan Song:
A novel fault diagnosis system using pattern classification on kernel FDA subspace. Expert Syst. Appl. 38(6): 6895-6905 (2011) - [j4]Zhiqiang Ge, Zhihuan Song:
A distribution-free method for process monitoring. Expert Syst. Appl. 38(8): 9821-9829 (2011) - 2010
- [j3]Lingjian Ye, Zhi-Huan Song:
New loop pairing criterion based on interaction and integrity considerations. J. Zhejiang Univ. Sci. C 11(5): 381-393 (2010) - [j2]Yong Zhang, Kun Chen, Matthew Baron, Merille A. Teylan, Yong Kim, Zhihuan Song, Paul Greengard, Stephen T. C. Wong:
A neurocomputational method for fully automated 3D dendritic spine detection and segmentation of medium-sized spiny neurons. NeuroImage 50(4): 1472-1484 (2010) - [c11]Muguang Zhang, Zhiqiang Ge, Zhihuan Song:
Probabilistic process monitoring with Bayesian regularization. ACC 2010: 6999-7003 - [c10]Ruowei Fu, Muguang Zhang, Zhihuan Song, Zhiqiang Ge:
Global-local structure analysis for fault detection. CDC 2010: 4379-4384 - [c9]Gang Li, Qi Xuan, Zhihuan Song, Xiaogang Jin:
Complex Supply Networks Evolving Model: Complex Networks perspective. ISKE 2010: 511-516
2000 – 2009
- 2009
- [j1]Zhe Jin, Yanwei Zhou, Zhihuan Song:
Behavioral Modeling of RF Power amplifiers Using Modified Volterra Series. J. Circuits Syst. Comput. 18(2): 351-359 (2009) - [c8]Zhiqiang Ge, Zhihuan Song, Muguang Zhang, Ruowei Fu, Zhibo Zhu:
Bayesian method for multimode non-Gaussian process monitoring. CDC 2009: 4927-4932 - 2006
- [c7]Haiqing Wang, Ping Li, Zhi-Huan Song, Steven X. Ding:
Adaptive Kernel Leaning Networks with Application to Nonlinear System Identification. ICONIP (1) 2006: 737-746 - [c6]En-Hui Zheng, Min Yang, Ping Li, Zhi-Huan Song:
Fuzzy Support Vector Clustering. ISNN (1) 2006: 1050-1056 - [c5]Yugang Fan, Ping Li, Zhi-Huan Song:
Grid-Based Fuzzy Support Vector Data Description. ISNN (1) 2006: 1273-1279 - 2005
- [c4]Ai-jun Chen, Zhi-Huan Song, Ping Li:
Soft Sensor Modeling Based on DICA-SVR. ICIC (1) 2005: 868-877 - 2003
- [c3]Tian-le Tan, Zhi-Huan Song, Ping Li:
Rough set based modeling and controller design in an internal model control system. SMC 2003: 3559-3564 - 2000
- [c2]Haiqing Wang, Zhihuan Song, Ping Li:
Wavelet-based frequency band weighting approach to control-relevant process identification. ACC 2000: 944-948 - [c1]Haiqing Wang, Zhi-Huan Song, Ping Li:
Improved PCA with optimized sensor locations for process monitoring and fault diagnosis. CDC 2000: 4353-4358
Coauthor Index
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Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-03-10 20:44 CET by the dblp team
all metadata released as open data under CC0 1.0 license
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the dblp computer science bibliography is funded and supported by:
