BibTeX records: Zhihuan Song

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@article{DBLP:journals/tase/LyuZCZS24,
  author       = {Yuting Lyu and
                  Le Zhou and
                  Ya Cong and
                  Hongbo Zheng and
                  Zhihuan Song},
  title        = {Multirate Mixture Probability Principal Component Analysis for Process
                  Monitoring in Multimode Processes},
  journal      = {{IEEE} Trans Autom. Sci. Eng.},
  volume       = {21},
  number       = {2},
  pages        = {2027--2038},
  year         = {2024},
  url          = {https://doi.org/10.1109/TASE.2023.3253285},
  doi          = {10.1109/TASE.2023.3253285},
  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tase/LyuZCZS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/YinZSG24,
  author       = {Zhenqin Yin and
                  Xinmin Zhang and
                  Zhihuan Song and
                  Zhiqiang Ge},
  title        = {Adversarial Learning From Imbalanced Data: {A} Robust Industrial Fault
                  Classification Method},
  journal      = {{IEEE} Trans. Inf. Forensics Secur.},
  volume       = {19},
  pages        = {1870--1882},
  year         = {2024},
  url          = {https://doi.org/10.1109/TIFS.2023.3343073},
  doi          = {10.1109/TIFS.2023.3343073},
  timestamp    = {Sat, 13 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tifs/YinZSG24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/ZhangHZS24,
  author       = {Xinmin Zhang and
                  Bocun He and
                  Hongyu Zhu and
                  Zhihuan Song},
  title        = {Information Complementary Fusion Stacked Autoencoders for Soft Sensor
                  Applications in Multimode Industrial Processes},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {20},
  number       = {1},
  pages        = {106--116},
  year         = {2024},
  url          = {https://doi.org/10.1109/TII.2023.3257307},
  doi          = {10.1109/TII.2023.3257307},
  timestamp    = {Sat, 13 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tii/ZhangHZS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/QianWS24,
  author       = {Jinchuan Qian and
                  Chihang Wei and
                  Zhihuan Song},
  title        = {A Novel Sequence Discriminative Feature Extraction Network and Its
                  Application in Offline Industrial Fault Pattern Clustering},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {20},
  number       = {2},
  pages        = {3025--3033},
  year         = {2024},
  url          = {https://doi.org/10.1109/TII.2023.3301045},
  doi          = {10.1109/TII.2023.3301045},
  timestamp    = {Fri, 22 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tii/QianWS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HeZS24,
  author       = {Bocun He and
                  Xinmin Zhang and
                  Zhihuan Song},
  title        = {Deep Learning of Partially Labeled Data for Quality Prediction Based
                  on Stacked Target-Related Laplacian Autoencoder},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {35},
  number       = {3},
  pages        = {2927--2941},
  year         = {2024},
  url          = {https://doi.org/10.1109/TNNLS.2023.3321691},
  doi          = {10.1109/TNNLS.2023.3321691},
  timestamp    = {Sat, 16 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/HeZS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/ZhuHZCS23,
  author       = {Zheren Zhu and
                  Pengfei Huang and
                  Xinmin Zhang and
                  Yi Chai and
                  Zhihuan Song},
  title        = {First attempt of barrier functions for Caputo's fractional-order nonlinear
                  dynamical systems},
  journal      = {Sci. China Inf. Sci.},
  volume       = {66},
  number       = {7},
  year         = {2023},
  url          = {https://doi.org/10.1007/s11432-021-3418-4},
  doi          = {10.1007/S11432-021-3418-4},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/chinaf/ZhuHZCS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/ZhangFS23,
  author       = {Xinmin Zhang and
                  Saite Fan and
                  Zhihuan Song},
  title        = {Reinforcement learning-based cost-sensitive classifier for imbalanced
                  fault classification},
  journal      = {Sci. China Inf. Sci.},
  volume       = {66},
  number       = {11},
  year         = {2023},
  url          = {https://doi.org/10.1007/s11432-021-3775-4},
  doi          = {10.1007/S11432-021-3775-4},
  timestamp    = {Mon, 11 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/chinaf/ZhangFS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcondec/JiaZSL23,
  author       = {Weibin Jia and
                  Wenjie Zhao and
                  Zhihuan Song and
                  Zhengguo Li},
  title        = {Object servoing of differential-drive service robots using switched
                  control},
  journal      = {J. Control. Decis.},
  volume       = {10},
  number       = {3},
  pages        = {314--325},
  year         = {2023},
  url          = {https://doi.org/10.1080/23307706.2022.2065370},
  doi          = {10.1080/23307706.2022.2065370},
  timestamp    = {Wed, 03 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcondec/JiaZSL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jzusc/LuoZKDYS23,
  author       = {Yueyang Luo and
                  Xinmin Zhang and
                  Manabu Kano and
                  Long Deng and
                  Chunjie Yang and
                  Zhihuan Song},
  title        = {Data-driven soft sensors in blast furnace ironmaking: a survey},
  journal      = {Frontiers Inf. Technol. Electron. Eng.},
  volume       = {24},
  number       = {3},
  pages        = {327--354},
  year         = {2023},
  url          = {https://doi.org/10.1631/FITEE.2200366},
  doi          = {10.1631/FITEE.2200366},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jzusc/LuoZKDYS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/WeiS23a,
  author       = {Chihang Wei and
                  Zhihuan Song},
  title        = {Real-Time Forecasting of Subsurface Inclusion Defects for Continuous
                  Casting Slabs: {A} Data-Driven Comparative Study},
  journal      = {Sensors},
  volume       = {23},
  number       = {12},
  pages        = {5415},
  year         = {2023},
  url          = {https://doi.org/10.3390/s23125415},
  doi          = {10.3390/S23125415},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sensors/WeiS23a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/ZhangZS23,
  author       = {Xinmin Zhang and
                  Hongyi Zhang and
                  Zhihuan Song},
  title        = {Feature-Aligned Stacked Autoencoder: {A} Novel Semisupervised Deep
                  Learning Model for Pattern Classification of Industrial Faults},
  journal      = {{IEEE} Trans. Artif. Intell.},
  volume       = {4},
  number       = {4},
  pages        = {592--601},
  year         = {2023},
  url          = {https://doi.org/10.1109/TAI.2021.3134186},
  doi          = {10.1109/TAI.2021.3134186},
  timestamp    = {Sat, 05 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tai/ZhangZS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/HeYGS23,
  author       = {Yimeng He and
                  Le Yao and
                  Zhiqiang Ge and
                  Zhihuan Song},
  title        = {Causal Generative Model for Root-Cause Diagnosis and Fault Propagation
                  Analysis in Industrial Processes},
  journal      = {{IEEE} Trans. Instrum. Meas.},
  volume       = {72},
  pages        = {1--11},
  year         = {2023},
  url          = {https://doi.org/10.1109/TIM.2023.3273686},
  doi          = {10.1109/TIM.2023.3273686},
  timestamp    = {Fri, 02 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tim/HeYGS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caasafeproc/ChenQZSWF23,
  author       = {Jiyu Chen and
                  Jinchuan Qian and
                  Xinmin Zhang and
                  Zhihuan Song and
                  Chenying Wen and
                  Xueer Fan},
  title        = {{GPBP:} Pipeline Extraction of Entities and Relations for Construction
                  of Urban Utility Tunnel Knowledge Graph},
  booktitle    = {{CAA} Symposium on Fault Detection, Supervision and Safety for Technical
                  Processes, {SAFEPROCESS} 2023, Yibin, China, September 22-24, 2023},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/SAFEPROCESS58597.2023.10295733},
  doi          = {10.1109/SAFEPROCESS58597.2023.10295733},
  timestamp    = {Thu, 16 Nov 2023 16:58:41 +0100},
  biburl       = {https://dblp.org/rec/conf/caasafeproc/ChenQZSWF23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caasafeproc/SongJYQS23,
  author       = {Zeyu Song and
                  Xiaoyu Jiang and
                  Wei Yu and
                  Jinchuan Qian and
                  Zhihuan Song},
  title        = {Data Augmentation Based on Active Virtual Sample Selection for Bearing
                  Fault Diagnosis},
  booktitle    = {{CAA} Symposium on Fault Detection, Supervision and Safety for Technical
                  Processes, {SAFEPROCESS} 2023, Yibin, China, September 22-24, 2023},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/SAFEPROCESS58597.2023.10295590},
  doi          = {10.1109/SAFEPROCESS58597.2023.10295590},
  timestamp    = {Thu, 16 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/caasafeproc/SongJYQS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caasafeproc/YeZHZYS23,
  author       = {Xuanhong Ye and
                  Xinmin Zhang and
                  Bocun He and
                  Zheren Zhu and
                  Wei Yu and
                  Zhihuan Song},
  title        = {Rolling bearing fault diagnosis with variable load and few samples
                  based on multifeature fusion meta-learning},
  booktitle    = {{CAA} Symposium on Fault Detection, Supervision and Safety for Technical
                  Processes, {SAFEPROCESS} 2023, Yibin, China, September 22-24, 2023},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/SAFEPROCESS58597.2023.10295704},
  doi          = {10.1109/SAFEPROCESS58597.2023.10295704},
  timestamp    = {Thu, 16 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/caasafeproc/YeZHZYS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icphys/XieHZS23,
  author       = {Yuhan Xie and
                  Bocun He and
                  Xinmin Zhang and
                  Zhihuan Song},
  title        = {A Decomposition-based Encoder-Decoder Framework for Multi-step Prediction
                  of Burn-Through Point in Sintering Process},
  booktitle    = {6th {IEEE} International Conference on Industrial Cyber-Physical Systems,
                  {ICPS} 2023, Wuhan, China, May 8-11, 2023},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICPS58381.2023.10128029},
  doi          = {10.1109/ICPS58381.2023.10128029},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icphys/XieHZS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iecon/YinJQZSR23,
  author       = {Zhenqin Yin and
                  Xiaoyu Jiang and
                  Jinchuan Qian and
                  Xinmin Zhang and
                  Zhihuan Song and
                  Qinyuan Ren},
  title        = {Balanced Adversarial Robust Learning for Industrial Fault Classification
                  with Imbalanced Data},
  booktitle    = {49th Annual Conference of the {IEEE} Industrial Electronics Society,
                  {IECON} 2023, Singapore, October 16-19, 2023},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/IECON51785.2023.10312010},
  doi          = {10.1109/IECON51785.2023.10312010},
  timestamp    = {Sat, 25 Nov 2023 16:52:31 +0100},
  biburl       = {https://dblp.org/rec/conf/iecon/YinJQZSR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-05316,
  author       = {Yue Zhuo and
                  Jinchuan Qian and
                  Zhihuan Song and
                  Zhiqiang Ge},
  title        = {{ABIGX:} {A} Unified Framework for eXplainable Fault Detection and
                  Classification},
  journal      = {CoRR},
  volume       = {abs/2311.05316},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.05316},
  doi          = {10.48550/ARXIV.2311.05316},
  eprinttype    = {arXiv},
  eprint       = {2311.05316},
  timestamp    = {Tue, 14 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-05316.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/GeSLZ22,
  author       = {Zhiqiang Ge and
                  Zhihuan Song and
                  Xin Li and
                  Lei Zhang},
  title        = {Meta conditional variational auto-encoder for domain generalization},
  journal      = {Comput. Vis. Image Underst.},
  volume       = {222},
  pages        = {103503},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.cviu.2022.103503},
  doi          = {10.1016/J.CVIU.2022.103503},
  timestamp    = {Thu, 08 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cviu/GeSLZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/FanZSS22,
  author       = {Saite Fan and
                  Xinmin Zhang and
                  Zhihuan Song and
                  Weiming Shao},
  title        = {Cumulative dual-branch network framework for long-tailed multi-class
                  classification},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {114},
  pages        = {105080},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.engappai.2022.105080},
  doi          = {10.1016/J.ENGAPPAI.2022.105080},
  timestamp    = {Thu, 25 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eaai/FanZSS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jzusc/ZhangWWS22,
  author       = {Xinmin Zhang and
                  Jingbo Wang and
                  Chihang Wei and
                  Zhihuan Song},
  title        = {Identification of important factors influencing nonlinear counting
                  systems},
  journal      = {Frontiers Inf. Technol. Electron. Eng.},
  volume       = {23},
  number       = {1},
  pages        = {123--133},
  year         = {2022},
  url          = {https://doi.org/10.1631/FITEE.2000324},
  doi          = {10.1631/FITEE.2000324},
  timestamp    = {Wed, 23 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jzusc/ZhangWWS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/WenHZSC22,
  author       = {Chenglin Wen and
                  Tingting Huai and
                  Qinghua Zhang and
                  Zhihuan Song and
                  Feilong Cao},
  title        = {A new rotation forest ensemble algorithm},
  journal      = {Int. J. Mach. Learn. Cybern.},
  volume       = {13},
  number       = {11},
  pages        = {3569--3576},
  year         = {2022},
  url          = {https://doi.org/10.1007/s13042-022-01613-8},
  doi          = {10.1007/S13042-022-01613-8},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mlc/WenHZSC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ZhangSZP22,
  author       = {Lei Zhang and
                  Zhihuan Song and
                  Qinghua Zhang and
                  Zhiping Peng},
  title        = {Generalized transformer in fault diagnosis of Tennessee Eastman process},
  journal      = {Neural Comput. Appl.},
  volume       = {34},
  number       = {11},
  pages        = {8575--8585},
  year         = {2022},
  url          = {https://doi.org/10.1007/s00521-021-06711-2},
  doi          = {10.1007/S00521-021-06711-2},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nca/ZhangSZP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/JiaSL22,
  author       = {Weibin Jia and
                  Zhihuan Song and
                  Zhengguo Li},
  title        = {Multi-scale Fusion of Stretched Infrared and Visible Images},
  journal      = {Sensors},
  volume       = {22},
  number       = {17},
  pages        = {6660},
  year         = {2022},
  url          = {https://doi.org/10.3390/s22176660},
  doi          = {10.3390/S22176660},
  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sensors/JiaSL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tce/JiaSL22,
  author       = {Weibin Jia and
                  Zhihuan Song and
                  Zhengguo Li},
  title        = {Multi-Scale Exposure Fusion via Content Adaptive Edge-Preserving Smoothing
                  Pyramids},
  journal      = {{IEEE} Trans. Consumer Electron.},
  volume       = {68},
  number       = {4},
  pages        = {317--326},
  year         = {2022},
  url          = {https://doi.org/10.1109/TCE.2022.3200707},
  doi          = {10.1109/TCE.2022.3200707},
  timestamp    = {Sun, 13 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tce/JiaSL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WeiZZS22,
  author       = {Chihang Wei and
                  Liyun Zuo and
                  Xinmin Zhang and
                  Zhihuan Song},
  title        = {Hessian Semisupervised Scatter Regularized Classification Model With
                  Geometric and Discriminative Information for Nonlinear Process},
  journal      = {{IEEE} Trans. Cybern.},
  volume       = {52},
  number       = {9},
  pages        = {8862--8875},
  year         = {2022},
  url          = {https://doi.org/10.1109/TCYB.2021.3062058},
  doi          = {10.1109/TCYB.2021.3062058},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcyb/WeiZZS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/FanZS22,
  author       = {Saite Fan and
                  Xinmin Zhang and
                  Zhihuan Song},
  title        = {Imbalanced Sample Selection With Deep Reinforcement Learning for Fault
                  Diagnosis},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {18},
  number       = {4},
  pages        = {2518--2527},
  year         = {2022},
  url          = {https://doi.org/10.1109/TII.2021.3100284},
  doi          = {10.1109/TII.2021.3100284},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tii/FanZS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangCSWY22,
  author       = {Kai Wang and
                  Junghui Chen and
                  Zhihuan Song and
                  Yalin Wang and
                  Chunhua Yang},
  title        = {Deep Neural Network-Embedded Stochastic Nonlinear State-Space Models
                  and Their Applications to Process Monitoring},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {33},
  number       = {12},
  pages        = {7682--7694},
  year         = {2022},
  url          = {https://doi.org/10.1109/TNNLS.2021.3086323},
  doi          = {10.1109/TNNLS.2021.3086323},
  timestamp    = {Sun, 25 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/WangCSWY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/YuYZYSS22,
  author       = {Jiaxin Yu and
                  Lingjian Ye and
                  Le Zhou and
                  Zeyu Yang and
                  Feifan Shen and
                  Zhihuan Song},
  title        = {Dynamic Process Monitoring Based on Variational Bayesian Canonical
                  Variate Analysis},
  journal      = {{IEEE} Trans. Syst. Man Cybern. Syst.},
  volume       = {52},
  number       = {4},
  pages        = {2412--2422},
  year         = {2022},
  url          = {https://doi.org/10.1109/TSMC.2021.3051054},
  doi          = {10.1109/TSMC.2021.3051054},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsmc/YuYZYSS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codit/ZhuLZSC22,
  author       = {Zheren Zhu and
                  Nan Liu and
                  Xinmin Zhang and
                  Zhihuan Song and
                  Yi Chai},
  title        = {A Novel Attempt of Barrier Function to the Safety of Caputo's fractional-order
                  systems},
  booktitle    = {8th International Conference on Control, Decision and Information
                  Technologies, CoDIT 2022, Istanbul, Turkey, May 17-20, 2022},
  pages        = {51--56},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CoDIT55151.2022.9803944},
  doi          = {10.1109/CODIT55151.2022.9803944},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/codit/ZhuLZSC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieeejas/ZhengZS21,
  author       = {Donglei Zheng and
                  Le Zhou and
                  Zhihuan Song},
  title        = {Kernel Generalization of Multi-Rate Probabilistic Principal Component
                  Analysis for Fault Detection in Nonlinear Process},
  journal      = {{IEEE} {CAA} J. Autom. Sinica},
  volume       = {8},
  number       = {8},
  pages        = {1465--1476},
  year         = {2021},
  url          = {https://doi.org/10.1109/JAS.2021.1004090},
  doi          = {10.1109/JAS.2021.1004090},
  timestamp    = {Fri, 25 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ieeejas/ZhengZS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/FanZS21,
  author       = {Saite Fan and
                  Xinmin Zhang and
                  Zhihuan Song},
  title        = {Reinforced knowledge distillation: Multi-class imbalanced classifier
                  based on policy gradient reinforcement learning},
  journal      = {Neurocomputing},
  volume       = {463},
  pages        = {422--436},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.neucom.2021.08.040},
  doi          = {10.1016/J.NEUCOM.2021.08.040},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/FanZS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/ShaoGS21,
  author       = {Weiming Shao and
                  Zhiqiang Ge and
                  Zhihuan Song},
  title        = {Semisupervised Bayesian Gaussian Mixture Models for Non-Gaussian Soft
                  Sensor},
  journal      = {{IEEE} Trans. Cybern.},
  volume       = {51},
  number       = {7},
  pages        = {3455--3468},
  year         = {2021},
  url          = {https://doi.org/10.1109/TCYB.2019.2947622},
  doi          = {10.1109/TCYB.2019.2947622},
  timestamp    = {Sat, 31 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcyb/ShaoGS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/WeiSS21,
  author       = {Chihang Wei and
                  Weiming Shao and
                  Zhihuan Song},
  title        = {Virtual Sensor Development for Multioutput Nonlinear Processes Based
                  on Bilinear Neighborhood Preserving Regression Model With Localized
                  Construction},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {17},
  number       = {4},
  pages        = {2500--2510},
  year         = {2021},
  url          = {https://doi.org/10.1109/TII.2020.2986294},
  doi          = {10.1109/TII.2020.2986294},
  timestamp    = {Tue, 26 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tii/WeiSS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/WangSZS21,
  author       = {Jingbo Wang and
                  Weiming Shao and
                  Xinmin Zhang and
                  Zhihuan Song},
  title        = {Dynamic Variational Bayesian Student's {T} Mixture Regression With
                  Hidden Variables Propagation for Industrial Inferential Sensor Development},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {17},
  number       = {8},
  pages        = {5314--5324},
  year         = {2021},
  url          = {https://doi.org/10.1109/TII.2020.3031497},
  doi          = {10.1109/TII.2020.3031497},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tii/WangSZS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caasafeproc/ZhuCSH21,
  author       = {Zheren Zhu and
                  Yi Chai and
                  Zhihuan Song and
                  Pengfei Huang},
  title        = {A New Safety Criterion for Dynamics Systems by Barrier Function based
                  on Forward Invariant Set},
  booktitle    = {{CAA} Symposium on Fault Detection, Supervision, and Safety for Technical
                  Processes, {SAFEPROCESS} 2021, Chengdu, China, December 17-18, 2021},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/SAFEPROCESS52771.2021.9693698},
  doi          = {10.1109/SAFEPROCESS52771.2021.9693698},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/caasafeproc/ZhuCSH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05710,
  author       = {Weibin Jia and
                  Wenjie Zhao and
                  Zhihuan Song and
                  Zhengguo Li},
  title        = {Object Servoing of Differential-Drive Robots},
  journal      = {CoRR},
  volume       = {abs/2111.05710},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.05710},
  eprinttype    = {arXiv},
  eprint       = {2111.05710},
  timestamp    = {Tue, 16 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-05710.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/ZhengZCSG20,
  author       = {Junhua Zheng and
                  Jinlin Zhu and
                  Guangjie Chen and
                  Zhihuan Song and
                  Zhiqiang Ge},
  title        = {Dynamic Bayesian network for robust latent variable modeling and fault
                  classification},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {89},
  pages        = {103475},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.engappai.2020.103475},
  doi          = {10.1016/J.ENGAPPAI.2020.103475},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eaai/ZhengZCSG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieeejas/QianJS20,
  author       = {Jinchuan Qian and
                  Li Jiang and
                  Zhihuan Song},
  title        = {Locally linear back-propagation based contribution for nonlinear process
                  fault diagnosis},
  journal      = {{IEEE} {CAA} J. Autom. Sinica},
  volume       = {7},
  number       = {3},
  pages        = {764--775},
  year         = {2020},
  url          = {https://doi.org/10.1109/jas.2020.1003147},
  doi          = {10.1109/JAS.2020.1003147},
  timestamp    = {Mon, 17 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ieeejas/QianJS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/ShaoGYS20,
  author       = {Weiming Shao and
                  Zhiqiang Ge and
                  Le Yao and
                  Zhihuan Song},
  title        = {Bayesian Nonlinear Gaussian Mixture Regression and its Application
                  to Virtual Sensing for Multimode Industrial Processes},
  journal      = {{IEEE} Trans Autom. Sci. Eng.},
  volume       = {17},
  number       = {2},
  pages        = {871--885},
  year         = {2020},
  url          = {https://doi.org/10.1109/TASE.2019.2950716},
  doi          = {10.1109/TASE.2019.2950716},
  timestamp    = {Mon, 04 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tase/ShaoGYS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/WeiS20,
  author       = {Chihang Wei and
                  Zhihuan Song},
  title        = {Generalized Semisupervised Self-Optimizing Kernel Model for Quality-Related
                  Industrial Process Monitoring},
  journal      = {{IEEE} Trans. Ind. Electron.},
  volume       = {67},
  number       = {12},
  pages        = {10876--10886},
  year         = {2020},
  url          = {https://doi.org/10.1109/TIE.2019.2962468},
  doi          = {10.1109/TIE.2019.2962468},
  timestamp    = {Sat, 19 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tie/WeiS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/ShaoGS20,
  author       = {Weiming Shao and
                  Zhiqiang Ge and
                  Zhihuan Song},
  title        = {Bayesian Just-in-Time Learning and Its Application to Industrial Soft
                  Sensing},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {16},
  number       = {4},
  pages        = {2787--2798},
  year         = {2020},
  url          = {https://doi.org/10.1109/TII.2019.2950272},
  doi          = {10.1109/TII.2019.2950272},
  timestamp    = {Thu, 21 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tii/ShaoGS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/ShaoGSW20,
  author       = {Weiming Shao and
                  Zhiqiang Ge and
                  Zhihuan Song and
                  Jingbo Wang},
  title        = {Semisupervised Robust Modeling of Multimode Industrial Processes for
                  Quality Variable Prediction Based on Student's t Mixture Model},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {16},
  number       = {5},
  pages        = {2965--2976},
  year         = {2020},
  url          = {https://doi.org/10.1109/TII.2019.2902560},
  doi          = {10.1109/TII.2019.2902560},
  timestamp    = {Wed, 11 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tii/ShaoGSW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/WangGCS20,
  author       = {Kai Wang and
                  R. Bhushan Gopaluni and
                  Junghui Chen and
                  Zhihuan Song},
  title        = {Deep Learning of Complex Batch Process Data and Its Application on
                  Quality Prediction},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {16},
  number       = {12},
  pages        = {7233--7242},
  year         = {2020},
  url          = {https://doi.org/10.1109/TII.2018.2880968},
  doi          = {10.1109/TII.2018.2880968},
  timestamp    = {Tue, 06 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tii/WangGCS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WangFGCS19,
  author       = {Kai Wang and
                  Michael G. Forbes and
                  R. Bhushan Gopaluni and
                  Junghui Chen and
                  Zhihuan Song},
  title        = {Systematic Development of a New Variational Autoencoder Model Based
                  on Uncertain Data for Monitoring Nonlinear Processes},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {22554--22565},
  year         = {2019},
  url          = {https://doi.org/10.1109/ACCESS.2019.2894764},
  doi          = {10.1109/ACCESS.2019.2894764},
  timestamp    = {Fri, 12 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/WangFGCS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/DengCDCS19,
  author       = {Xiaogang Deng and
                  Peipei Cai and
                  Jiawei Deng and
                  Yuping Cao and
                  Zhihuan Song},
  title        = {Primary-Auxiliary Statistical Local Kernel Principal Component Analysis
                  and Its Application to Incipient Fault Detection of Nonlinear Industrial
                  Processes},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {122192--122204},
  year         = {2019},
  url          = {https://doi.org/10.1109/ACCESS.2019.2937886},
  doi          = {10.1109/ACCESS.2019.2937886},
  timestamp    = {Mon, 23 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/DengCDCS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ShaoZS19,
  author       = {Weiming Shao and
                  Hongwei Zhang and
                  Zhihuan Song},
  title        = {Robust Supervised Probabilistic Factor Analysis and Its Application
                  to Industrial Soft Sensor Modeling},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {184038--184052},
  year         = {2019},
  url          = {https://doi.org/10.1109/ACCESS.2019.2960576},
  doi          = {10.1109/ACCESS.2019.2960576},
  timestamp    = {Wed, 15 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/ShaoZS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangSS19,
  author       = {Jingbo Wang and
                  Weiming Shao and
                  Zhihuan Song},
  title        = {Robust inferential sensor development based on variational Bayesian
                  Student's-\emph{t} mixture regression},
  journal      = {Neurocomputing},
  volume       = {369},
  pages        = {11--28},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.neucom.2019.08.039},
  doi          = {10.1016/J.NEUCOM.2019.08.039},
  timestamp    = {Wed, 11 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/WangSS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/WeiCSC19,
  author       = {Chihang Wei and
                  Junghui Chen and
                  Zhihuan Song and
                  Chun{-}I Chen},
  title        = {Development of Self-Learning Kernel Regression Models for Virtual
                  Sensors on Nonlinear Processes},
  journal      = {{IEEE} Trans Autom. Sci. Eng.},
  volume       = {16},
  number       = {1},
  pages        = {286--297},
  year         = {2019},
  url          = {https://doi.org/10.1109/TASE.2018.2831901},
  doi          = {10.1109/TASE.2018.2831901},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tase/WeiCSC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/WangCS19,
  author       = {Kai Wang and
                  Junghui Chen and
                  Zhihuan Song},
  title        = {Concurrent Fault Detection and Anomaly Location in Closed-Loop Dynamic
                  Systems With Measured Disturbances},
  journal      = {{IEEE} Trans Autom. Sci. Eng.},
  volume       = {16},
  number       = {3},
  pages        = {1033--1045},
  year         = {2019},
  url          = {https://doi.org/10.1109/TASE.2018.2865628},
  doi          = {10.1109/TASE.2018.2865628},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tase/WangCS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/CongZSG19,
  author       = {Ya Cong and
                  Le Zhou and
                  Zhihuan Song and
                  Zhiqiang Ge},
  title        = {Multirate Dynamic Process Monitoring Based on Multirate Linear Gaussian
                  State-Space Model},
  journal      = {{IEEE} Trans Autom. Sci. Eng.},
  volume       = {16},
  number       = {4},
  pages        = {1708--1719},
  year         = {2019},
  url          = {https://doi.org/10.1109/TASE.2019.2896205},
  doi          = {10.1109/TASE.2019.2896205},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tase/CongZSG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcst/WangCS19,
  author       = {Kai Wang and
                  Junghui Chen and
                  Zhihuan Song},
  title        = {Performance Analysis of Dynamic {PCA} for Closed-Loop Process Monitoring
                  and Its Improvement by Output Oversampling Scheme},
  journal      = {{IEEE} Trans. Control. Syst. Technol.},
  volume       = {27},
  number       = {1},
  pages        = {378--385},
  year         = {2019},
  url          = {https://doi.org/10.1109/TCST.2017.2765621},
  doi          = {10.1109/TCST.2017.2765621},
  timestamp    = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcst/WangCS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcst/ShaoGS19,
  author       = {Weiming Shao and
                  Zhiqiang Ge and
                  Zhihuan Song},
  title        = {Soft-Sensor Development for Processes With Multiple Operating Modes
                  Based on Semisupervised Gaussian Mixture Regression},
  journal      = {{IEEE} Trans. Control. Syst. Technol.},
  volume       = {27},
  number       = {5},
  pages        = {2169--2181},
  year         = {2019},
  url          = {https://doi.org/10.1109/TCST.2018.2856845},
  doi          = {10.1109/TCST.2018.2856845},
  timestamp    = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcst/ShaoGS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/ShaoYGS19,
  author       = {Weiming Shao and
                  Le Yao and
                  Zhiqiang Ge and
                  Zhihuan Song},
  title        = {Parallel Computing and SGD-Based {DPMM} For Soft Sensor Development
                  With Large-Scale Semisupervised Data},
  journal      = {{IEEE} Trans. Ind. Electron.},
  volume       = {66},
  number       = {8},
  pages        = {6362--6373},
  year         = {2019},
  url          = {https://doi.org/10.1109/TIE.2018.2874589},
  doi          = {10.1109/TIE.2018.2874589},
  timestamp    = {Fri, 22 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tie/ShaoYGS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/ZhouWGS19,
  author       = {Le Zhou and
                  Yaoxin Wang and
                  Zhiqiang Ge and
                  Zhihuan Song},
  title        = {Multirate Factor Analysis Models for Fault Detection in Multirate
                  Processes},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {15},
  number       = {7},
  pages        = {4076--4085},
  year         = {2019},
  url          = {https://doi.org/10.1109/TII.2018.2889750},
  doi          = {10.1109/TII.2018.2889750},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tii/ZhouWGS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ascc/ShaoGSZ19,
  author       = {Weiming Shao and
                  Zhiqiang Ge and
                  Zhihuan Song and
                  Li Zhao},
  title        = {Nonlinear Inferential Sensor Development Based on {GMM-ELM}},
  booktitle    = {12th Asian Control Conference, {ASCC} 2019, Kitakyushu-shi, Japan,
                  June 9-12, 2019},
  pages        = {867--872},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://ieeexplore.ieee.org/document/8764965},
  timestamp    = {Sun, 08 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ascc/ShaoGSZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ascc/WangSS19,
  author       = {Jingbo Wang and
                  Weiming Shao and
                  Zhihuan Song},
  title        = {Robust Soft Sensing for Multi-mode Processes Based on Bayesian Regularized
                  Student's-t Mixture Regression},
  booktitle    = {12th Asian Control Conference, {ASCC} 2019, Kitakyushu-shi, Japan,
                  June 9-12, 2019},
  pages        = {873--878},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://ieeexplore.ieee.org/document/8765186},
  timestamp    = {Wed, 11 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ascc/WangSS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ascc/0024CS19,
  author       = {Kai Wang and
                  Junghui Chen and
                  Zhihuan Song},
  title        = {Fault Detection Based on Variational Autoencoders for Complex Nonlinear
                  Processes},
  booktitle    = {12th Asian Control Conference, {ASCC} 2019, Kitakyushu-shi, Japan,
                  June 9-12, 2019},
  pages        = {1352--1357},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://ieeexplore.ieee.org/document/8764937},
  timestamp    = {Sun, 08 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ascc/0024CS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caasafeproc/FanSS19,
  author       = {Saite Fan and
                  Feifan Shen and
                  Zhihuan Song},
  title        = {Multiphase and Multimode Monitoring of Batch Processes Based on Density
                  Peak Clustering and Just-in-time Learning},
  booktitle    = {{CAA} Symposium on Fault Detection, Supervision and Safety for Technical
                  Processes, {SAFEPROCESS} 2019, Xiamen, China, July 5-7, 2019},
  pages        = {263--268},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/SAFEPROCESS45799.2019.9213342},
  doi          = {10.1109/SAFEPROCESS45799.2019.9213342},
  timestamp    = {Tue, 17 Aug 2021 21:08:50 +0200},
  biburl       = {https://dblp.org/rec/conf/caasafeproc/FanSS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caasafeproc/QianJSG19,
  author       = {Jinchuan Qian and
                  Li Jiang and
                  Zhihuan Song and
                  Zhiqiang Ge},
  title        = {Back-propagation Based Contribution for nonlinear fault diagnosis},
  booktitle    = {{CAA} Symposium on Fault Detection, Supervision and Safety for Technical
                  Processes, {SAFEPROCESS} 2019, Xiamen, China, July 5-7, 2019},
  pages        = {315--320},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/SAFEPROCESS45799.2019.9213348},
  doi          = {10.1109/SAFEPROCESS45799.2019.9213348},
  timestamp    = {Tue, 17 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/caasafeproc/QianJSG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caasafeproc/ZhouGSQ19,
  author       = {Le Zhou and
                  Zhiqiang Ge and
                  Zhihuan Song and
                  Si{-}Zhao Joe Qin},
  title        = {Dynamic Processes Modeling and Monitoring based on a Novel Dynamic
                  Latent Variable Model},
  booktitle    = {{CAA} Symposium on Fault Detection, Supervision and Safety for Technical
                  Processes, {SAFEPROCESS} 2019, Xiamen, China, July 5-7, 2019},
  pages        = {589--595},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/SAFEPROCESS45799.2019.9213443},
  doi          = {10.1109/SAFEPROCESS45799.2019.9213443},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/caasafeproc/ZhouGSQ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/arc/ZhuGSG18,
  author       = {Jinlin Zhu and
                  Zhiqiang Ge and
                  Zhihuan Song and
                  Furong Gao},
  title        = {Review and big data perspectives on robust data mining approaches
                  for industrial process modeling with outliers and missing data},
  journal      = {Annu. Rev. Control.},
  volume       = {46},
  pages        = {107--133},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.arcontrol.2018.09.003},
  doi          = {10.1016/J.ARCONTROL.2018.09.003},
  timestamp    = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/arc/ZhuGSG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ifacjsc/ZhuGS18,
  author       = {Jinlin Zhu and
                  Zhiqiang Ge and
                  Zhihuan Song},
  title        = {Distributed Gaussian mixture model for monitoring plant-wide processes
                  with multiple operating modes},
  journal      = {{IFAC} J. Syst. Control.},
  volume       = {6},
  pages        = {1--15},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.ifacsc.2018.09.002},
  doi          = {10.1016/J.IFACSC.2018.09.002},
  timestamp    = {Tue, 28 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ifacjsc/ZhuGS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfi/WangCS18,
  author       = {Kai Wang and
                  Junghui Chen and
                  Zhihuan Song},
  title        = {Fault diagnosis for processes with feedback control loops by shifted
                  output sampling approach},
  journal      = {J. Frankl. Inst.},
  volume       = {355},
  number       = {7},
  pages        = {3249--3273},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.jfranklin.2018.02.027},
  doi          = {10.1016/J.JFRANKLIN.2018.02.027},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jfi/WangCS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfi/WangCS18a,
  author       = {Kai Wang and
                  Junghui Chen and
                  Zhihuan Song},
  title        = {A new excitation scheme for closed-loop subspace identification using
                  additional sampling outputs and its extension to instrumental variable
                  method},
  journal      = {J. Frankl. Inst.},
  volume       = {355},
  number       = {14},
  pages        = {6675--6692},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.jfranklin.2018.06.036},
  doi          = {10.1016/J.JFRANKLIN.2018.06.036},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jfi/WangCS18a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/WangSS18,
  author       = {Jingbo Wang and
                  Weiming Shao and
                  Zhihuan Song},
  title        = {Student's-\emph{t} Mixture Regression-Based Robust Soft Sensor Development
                  for Multimode Industrial Processes},
  journal      = {Sensors},
  volume       = {18},
  number       = {11},
  pages        = {3968},
  year         = {2018},
  url          = {https://doi.org/10.3390/s18113968},
  doi          = {10.3390/S18113968},
  timestamp    = {Wed, 11 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sensors/WangSS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/YuanWYGSG18,
  author       = {Xiaofeng Yuan and
                  Yalin Wang and
                  Chunhua Yang and
                  Zhiqiang Ge and
                  Zhihuan Song and
                  Weihua Gui},
  title        = {Weighted Linear Dynamic System for Feature Representation and Soft
                  Sensor Application in Nonlinear Dynamic Industrial Processes},
  journal      = {{IEEE} Trans. Ind. Electron.},
  volume       = {65},
  number       = {2},
  pages        = {1508--1517},
  year         = {2018},
  url          = {https://doi.org/10.1109/TIE.2017.2733443},
  doi          = {10.1109/TIE.2017.2733443},
  timestamp    = {Thu, 18 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tie/YuanWYGSG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/ZhouZGSS18,
  author       = {Le Zhou and
                  Jiaqi Zheng and
                  Zhiqiang Ge and
                  Zhihuan Song and
                  Shengdao Shan},
  title        = {Multimode Process Monitoring Based on Switching Autoregressive Dynamic
                  Latent Variable Model},
  journal      = {{IEEE} Trans. Ind. Electron.},
  volume       = {65},
  number       = {10},
  pages        = {8184--8194},
  year         = {2018},
  url          = {https://doi.org/10.1109/TIE.2018.2803727},
  doi          = {10.1109/TIE.2018.2803727},
  timestamp    = {Thu, 23 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tie/ZhouZGSS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/GeSDH17,
  author       = {Zhiqiang Ge and
                  Zhihuan Song and
                  Steven X. Ding and
                  Biao Huang},
  title        = {Data Mining and Analytics in the Process Industry: The Role of Machine
                  Learning},
  journal      = {{IEEE} Access},
  volume       = {5},
  pages        = {20590--20616},
  year         = {2017},
  url          = {https://doi.org/10.1109/ACCESS.2017.2756872},
  doi          = {10.1109/ACCESS.2017.2756872},
  timestamp    = {Thu, 03 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/GeSDH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/ZhuGS17,
  author       = {Jinlin Zhu and
                  Zhiqiang Ge and
                  Zhihuan Song},
  title        = {Non-Gaussian Industrial Process Monitoring With Probabilistic Independent
                  Component Analysis},
  journal      = {{IEEE} Trans Autom. Sci. Eng.},
  volume       = {14},
  number       = {2},
  pages        = {1309--1319},
  year         = {2017},
  url          = {https://doi.org/10.1109/TASE.2016.2537373},
  doi          = {10.1109/TASE.2016.2537373},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tase/ZhuGS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcst/ZhouLSQ17,
  author       = {Le Zhou and
                  Gang Li and
                  Zhihuan Song and
                  Si{-}Zhao Joe Qin},
  title        = {Autoregressive Dynamic Latent Variable Models for Process Monitoring},
  journal      = {{IEEE} Trans. Control. Syst. Technol.},
  volume       = {25},
  number       = {1},
  pages        = {366--373},
  year         = {2017},
  url          = {https://doi.org/10.1109/TCST.2016.2550426},
  doi          = {10.1109/TCST.2016.2550426},
  timestamp    = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcst/ZhouLSQ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcst/ZhuGS17,
  author       = {Jinlin Zhu and
                  Zhiqiang Ge and
                  Zhihuan Song},
  title        = {Variational Bayesian Gaussian Mixture Regression for Soft Sensing
                  Key Variables in Non-Gaussian Industrial Processes},
  journal      = {{IEEE} Trans. Control. Syst. Technol.},
  volume       = {25},
  number       = {3},
  pages        = {1092--1099},
  year         = {2017},
  url          = {https://doi.org/10.1109/TCST.2016.2576999},
  doi          = {10.1109/TCST.2016.2576999},
  timestamp    = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcst/ZhuGS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcst/YuanGHS17,
  author       = {Xiaofeng Yuan and
                  Zhiqiang Ge and
                  Biao Huang and
                  Zhihuan Song},
  title        = {A Probabilistic Just-in-Time Learning Framework for Soft Sensor Development
                  With Missing Data},
  journal      = {{IEEE} Trans. Control. Syst. Technol.},
  volume       = {25},
  number       = {3},
  pages        = {1124--1132},
  year         = {2017},
  url          = {https://doi.org/10.1109/TCST.2016.2579609},
  doi          = {10.1109/TCST.2016.2579609},
  timestamp    = {Fri, 28 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcst/YuanGHS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/YeCYS17,
  author       = {Lingjian Ye and
                  Yi Cao and
                  Xiaofeng Yuan and
                  Zhihuan Song},
  title        = {Retrofit Self-Optimizing Control: {A} Step Forward Toward Real Implementation},
  journal      = {{IEEE} Trans. Ind. Electron.},
  volume       = {64},
  number       = {6},
  pages        = {4662--4670},
  year         = {2017},
  url          = {https://doi.org/10.1109/TIE.2017.2668991},
  doi          = {10.1109/TIE.2017.2668991},
  timestamp    = {Fri, 22 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tie/YeCYS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/YuanGHSW17,
  author       = {Xiaofeng Yuan and
                  Zhiqiang Ge and
                  Biao Huang and
                  Zhihuan Song and
                  Yalin Wang},
  title        = {Semisupervised {JITL} Framework for Nonlinear Industrial Soft Sensing
                  Based on Locally Semisupervised Weighted {PCR}},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {13},
  number       = {2},
  pages        = {532--541},
  year         = {2017},
  url          = {https://doi.org/10.1109/TII.2016.2610839},
  doi          = {10.1109/TII.2016.2610839},
  timestamp    = {Fri, 28 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tii/YuanGHSW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/ZhuGS17,
  author       = {Jinlin Zhu and
                  Zhiqiang Ge and
                  Zhihuan Song},
  title        = {Distributed Parallel {PCA} for Modeling and Monitoring of Large-Scale
                  Plant-Wide Processes With Big Data},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {13},
  number       = {4},
  pages        = {1877--1885},
  year         = {2017},
  url          = {https://doi.org/10.1109/TII.2017.2658732},
  doi          = {10.1109/TII.2017.2658732},
  timestamp    = {Thu, 21 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tii/ZhuGS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/YuanGSWYZ17,
  author       = {Xiaofeng Yuan and
                  Zhiqiang Ge and
                  Zhihuan Song and
                  Yalin Wang and
                  Chunhua Yang and
                  Hongwei Zhang},
  title        = {Soft Sensor Modeling of Nonlinear Industrial Processes Based on Weighted
                  Probabilistic Projection Regression},
  journal      = {{IEEE} Trans. Instrum. Meas.},
  volume       = {66},
  number       = {4},
  pages        = {837--845},
  year         = {2017},
  url          = {https://doi.org/10.1109/TIM.2017.2658158},
  doi          = {10.1109/TIM.2017.2658158},
  timestamp    = {Thu, 18 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tim/YuanGSWYZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ascc/WeiCSC17,
  author       = {Chihang Wei and
                  Junghui Chen and
                  Zhihuan Song and
                  Chun{-}I Chen},
  title        = {Soft sensors of nonlinear industrial processes based on self-learning
                  kernel regression model},
  booktitle    = {11th Asian Control Conference, {ASCC} 2017, Gold Coast, Australia,
                  December 17-20, 2017},
  pages        = {1783--1788},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/ASCC.2017.8287444},
  doi          = {10.1109/ASCC.2017.8287444},
  timestamp    = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl       = {https://dblp.org/rec/conf/ascc/WeiCSC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icit2/YeCYS16,
  author       = {Lingjian Ye and
                  Yi Cao and
                  Xiaofeng Yuan and
                  Zhihuan Song},
  title        = {Retrofit self-optimizing control of Tennessee Eastman process},
  booktitle    = {{IEEE} International Conference on Industrial Technology, {ICIT} 2016,
                  Taipei, Taiwan, March 14-17, 2016},
  pages        = {866--871},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICIT.2016.7474865},
  doi          = {10.1109/ICIT.2016.7474865},
  timestamp    = {Wed, 16 Oct 2019 14:14:48 +0200},
  biburl       = {https://dblp.org/rec/conf/icit2/YeCYS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcmse/GuanYMS15,
  author       = {Hongwei Guan and
                  Lingjian Ye and
                  Xiushui Ma and
                  Zhihuan Song},
  title        = {Impact analysis of sampling numbers on the method of snapshots},
  journal      = {J. Comput. Methods Sci. Eng.},
  volume       = {15},
  number       = {2},
  pages        = {221--228},
  year         = {2015},
  url          = {https://doi.org/10.3233/JCM-150535},
  doi          = {10.3233/JCM-150535},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcmse/GuanYMS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/ZhuGS15,
  author       = {Jinlin Zhu and
                  Zhiqiang Ge and
                  Zhihuan Song},
  title        = {HMM-Driven Robust Probabilistic Principal Component Analyzer for Dynamic
                  Process Fault Classification},
  journal      = {{IEEE} Trans. Ind. Electron.},
  volume       = {62},
  number       = {6},
  pages        = {3814--3821},
  year         = {2015},
  url          = {https://doi.org/10.1109/TIE.2015.2396877},
  doi          = {10.1109/TIE.2015.2396877},
  timestamp    = {Fri, 22 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tie/ZhuGS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/YinWXWS14,
  author       = {Feng Yin and
                  Hong Wang and
                  Lei Xie and
                  Ping Wu and
                  Zhihuan Song},
  title        = {Data driven model mismatch detection based on statistical band of
                  Markov parameters},
  journal      = {Comput. Electr. Eng.},
  volume       = {40},
  number       = {7},
  pages        = {2178--2192},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.compeleceng.2014.08.007},
  doi          = {10.1016/J.COMPELECENG.2014.08.007},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cee/YinWXWS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/ShenSG14,
  author       = {Feifan Shen and
                  Zhihuan Song and
                  Zhiqiang Ge},
  title        = {{JITL} based local monitoring method for transitions of multiphase
                  batch processes},
  booktitle    = {American Control Conference, {ACC} 2014, Portland, OR, USA, June 4-6,
                  2014},
  pages        = {1957--1962},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ACC.2014.6858792},
  doi          = {10.1109/ACC.2014.6858792},
  timestamp    = {Sun, 08 Aug 2021 01:40:57 +0200},
  biburl       = {https://dblp.org/rec/conf/amcc/ShenSG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/WuS13,
  author       = {Xuedong Wu and
                  Zhihuan Song},
  title        = {Multi-step prediction of chaotic time-series with intermittent failures
                  based on the generalized nonlinear filtering methods},
  journal      = {Appl. Math. Comput.},
  volume       = {219},
  number       = {16},
  pages        = {8584--8594},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.amc.2013.02.071},
  doi          = {10.1016/J.AMC.2013.02.071},
  timestamp    = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/amc/WuS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icca/YuanZS13,
  author       = {Xiaofeng Yuan and
                  Hongwei Zhang and
                  Zhihuan Song},
  title        = {A soft-sensor for estimating copper quality by image analysis technology},
  booktitle    = {10th {IEEE} International Conference on Control and Automation, {ICCA}
                  2013, Hangzhou, China, June 12-14, 2013},
  pages        = {991--996},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICCA.2013.6565042},
  doi          = {10.1109/ICCA.2013.6565042},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icca/YuanZS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icca/LinYWS13,
  author       = {Shu Lin and
                  Chunjie Yang and
                  Ping Wu and
                  Zhihuan Song},
  title        = {Fuzzy logic surge control in variable speed axial compressors},
  booktitle    = {10th {IEEE} International Conference on Control and Automation, {ICCA}
                  2013, Hangzhou, China, June 12-14, 2013},
  pages        = {1178--1183},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICCA.2013.6565118},
  doi          = {10.1109/ICCA.2013.6565118},
  timestamp    = {Fri, 19 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icca/LinYWS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ahswn/GuS12,
  author       = {De Gu and
                  Zhihuan Song},
  title        = {Bottleneck Recognition by Virtual Temperature Field in Wireless Sensor
                  Networks},
  journal      = {Ad Hoc Sens. Wirel. Networks},
  volume       = {15},
  number       = {2-4},
  pages        = {127--150},
  year         = {2012},
  url          = {http://www.oldcitypublishing.com/journals/ahswn-home/ahswn-issue-contents/ahswn-volume-15-number-2-4-2012/ahswn-15-2-4-p-127-150/},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ahswn/GuS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/WenGS12,
  author       = {Qiaojun Wen and
                  Zhiqiang Ge and
                  Zhihuan Song},
  title        = {Nonlinear dynamic process monitoring based on kernel partial least
                  squares},
  booktitle    = {American Control Conference, {ACC} 2012, Montreal, QC, Canada, June
                  27-29, 2012},
  pages        = {6650--6654},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ACC.2012.6315096},
  doi          = {10.1109/ACC.2012.6315096},
  timestamp    = {Sun, 08 Aug 2021 01:40:54 +0200},
  biburl       = {https://dblp.org/rec/conf/amcc/WenGS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/GeS11,
  author       = {Zhiqiang Ge and
                  Zhihuan Song},
  title        = {Process structure change detection by eigenvalue-based method},
  journal      = {Comput. Chem. Eng.},
  volume       = {35},
  number       = {2},
  pages        = {284--295},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.compchemeng.2010.05.011},
  doi          = {10.1016/J.COMPCHEMENG.2010.05.011},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cce/GeS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhuS11,
  author       = {Zhi{-}Bo Zhu and
                  Zhi{-}Huan Song},
  title        = {A novel fault diagnosis system using pattern classification on kernel
                  {FDA} subspace},
  journal      = {Expert Syst. Appl.},
  volume       = {38},
  number       = {6},
  pages        = {6895--6905},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.eswa.2010.12.034},
  doi          = {10.1016/J.ESWA.2010.12.034},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/ZhuS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/GeS11,
  author       = {Zhiqiang Ge and
                  Zhihuan Song},
  title        = {A distribution-free method for process monitoring},
  journal      = {Expert Syst. Appl.},
  volume       = {38},
  number       = {8},
  pages        = {9821--9829},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.eswa.2011.02.048},
  doi          = {10.1016/J.ESWA.2011.02.048},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/GeS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jzusc/YeS10,
  author       = {Lingjian Ye and
                  Zhi{-}Huan Song},
  title        = {New loop pairing criterion based on interaction and integrity considerations},
  journal      = {J. Zhejiang Univ. Sci. {C}},
  volume       = {11},
  number       = {5},
  pages        = {381--393},
  year         = {2010},
  url          = {https://doi.org/10.1631/jzus.C0910217},
  doi          = {10.1631/JZUS.C0910217},
  timestamp    = {Fri, 28 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jzusc/YeS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ZhangCBTKSGW10,
  author       = {Yong Zhang and
                  Kun Chen and
                  Matthew Baron and
                  Merille A. Teylan and
                  Yong Kim and
                  Zhihuan Song and
                  Paul Greengard and
                  Stephen T. C. Wong},
  title        = {A neurocomputational method for fully automated 3D dendritic spine
                  detection and segmentation of medium-sized spiny neurons},
  journal      = {NeuroImage},
  volume       = {50},
  number       = {4},
  pages        = {1472--1484},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.neuroimage.2010.01.048},
  doi          = {10.1016/J.NEUROIMAGE.2010.01.048},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neuroimage/ZhangCBTKSGW10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/ZhangGS10,
  author       = {Muguang Zhang and
                  Zhiqiang Ge and
                  Zhihuan Song},
  title        = {Probabilistic process monitoring with Bayesian regularization},
  booktitle    = {American Control Conference, {ACC} 2010, Baltimore, Maryland, USA,
                  June 30 - July 2, 2010},
  pages        = {6999--7003},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ACC.2010.5531334},
  doi          = {10.1109/ACC.2010.5531334},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/amcc/ZhangGS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/FuZSG10,
  author       = {Ruowei Fu and
                  Muguang Zhang and
                  Zhihuan Song and
                  Zhiqiang Ge},
  title        = {Global-local structure analysis for fault detection},
  booktitle    = {Proceedings of the 49th {IEEE} Conference on Decision and Control,
                  {CDC} 2010, December 15-17, 2010, Atlanta, Georgia, {USA}},
  pages        = {4379--4384},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/CDC.2010.5717882},
  doi          = {10.1109/CDC.2010.5717882},
  timestamp    = {Fri, 04 Mar 2022 13:28:01 +0100},
  biburl       = {https://dblp.org/rec/conf/cdc/FuZSG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iske/LiXS010,
  author       = {Gang Li and
                  Qi Xuan and
                  Zhihuan Song and
                  Xiaogang Jin},
  title        = {Complex Supply Networks Evolving Model: Complex Networks perspective},
  booktitle    = {2010 {IEEE} International Conference on Intelligent Systems and Knowledge
                  Engineering, {ISKE} 2010, Hangzhou, China, November 15-16, 2010},
  pages        = {511--516},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/ISKE.2010.5680780},
  doi          = {10.1109/ISKE.2010.5680780},
  timestamp    = {Tue, 09 Nov 2021 13:25:50 +0100},
  biburl       = {https://dblp.org/rec/conf/iske/LiXS010.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcsc/JinZS09,
  author       = {Zhe Jin and
                  Yanwei Zhou and
                  Zhihuan Song},
  title        = {Behavioral Modeling of {RF} Power amplifiers Using Modified Volterra
                  Series},
  journal      = {J. Circuits Syst. Comput.},
  volume       = {18},
  number       = {2},
  pages        = {351--359},
  year         = {2009},
  url          = {https://doi.org/10.1142/S0218126609005113},
  doi          = {10.1142/S0218126609005113},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcsc/JinZS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/GeSZFZ09,
  author       = {Zhiqiang Ge and
                  Zhihuan Song and
                  Muguang Zhang and
                  Ruowei Fu and
                  Zhibo Zhu},
  title        = {Bayesian method for multimode non-Gaussian process monitoring},
  booktitle    = {Proceedings of the 48th {IEEE} Conference on Decision and Control,
                  {CDC} 2009, combined withe the 28th Chinese Control Conference, December
                  16-18, 2009, Shanghai, China},
  pages        = {4927--4932},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/CDC.2009.5399612},
  doi          = {10.1109/CDC.2009.5399612},
  timestamp    = {Fri, 04 Mar 2022 13:27:41 +0100},
  biburl       = {https://dblp.org/rec/conf/cdc/GeSZFZ09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/WangLSD06,
  author       = {Haiqing Wang and
                  Ping Li and
                  Zhi{-}Huan Song and
                  Steven X. Ding},
  editor       = {Irwin King and
                  Jun Wang and
                  Laiwan Chan and
                  DeLiang L. Wang},
  title        = {Adaptive Kernel Leaning Networks with Application to Nonlinear System
                  Identification},
  booktitle    = {Neural Information Processing, 13th International Conference, {ICONIP}
                  2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4232},
  pages        = {737--746},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11893028\_82},
  doi          = {10.1007/11893028\_82},
  timestamp    = {Sat, 15 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iconip/WangLSD06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/ZhengYLS06,
  author       = {En{-}Hui Zheng and
                  Min Yang and
                  Ping Li and
                  Zhi{-}Huan Song},
  editor       = {Jun Wang and
                  Zhang Yi and
                  Jacek M. Zurada and
                  Bao{-}Liang Lu and
                  Hujun Yin},
  title        = {Fuzzy Support Vector Clustering},
  booktitle    = {Advances in Neural Networks - {ISNN} 2006, Third International Symposium
                  on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3971},
  pages        = {1050--1056},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11759966\_154},
  doi          = {10.1007/11759966\_154},
  timestamp    = {Thu, 27 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isnn/ZhengYLS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/FanLS06,
  author       = {Yugang Fan and
                  Ping Li and
                  Zhi{-}Huan Song},
  editor       = {Jun Wang and
                  Zhang Yi and
                  Jacek M. Zurada and
                  Bao{-}Liang Lu and
                  Hujun Yin},
  title        = {Grid-Based Fuzzy Support Vector Data Description},
  booktitle    = {Advances in Neural Networks - {ISNN} 2006, Third International Symposium
                  on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3971},
  pages        = {1273--1279},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11759966\_189},
  doi          = {10.1007/11759966\_189},
  timestamp    = {Thu, 27 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isnn/FanLS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/ChenSL05,
  author       = {Ai{-}jun Chen and
                  Zhi{-}Huan Song and
                  Ping Li},
  editor       = {De{-}Shuang Huang and
                  Xiao{-}Ping (Steven) Zhang and
                  Guang{-}Bin Huang},
  title        = {Soft Sensor Modeling Based on {DICA-SVR}},
  booktitle    = {Advances in Intelligent Computing, International Conference on Intelligent
                  Computing, {ICIC} 2005, Hefei, China, August 23-26, 2005, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3644},
  pages        = {868--877},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11538059\_90},
  doi          = {10.1007/11538059\_90},
  timestamp    = {Thu, 27 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icic/ChenSL05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/TanSL03,
  author       = {Tian{-}le Tan and
                  Zhi{-}Huan Song and
                  Ping Li},
  title        = {Rough set based modeling and controller design in an internal model
                  control system},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  {\&} Cybernetics: Washington, D.C., USA, 5-8 October 2003},
  pages        = {3559--3564},
  publisher    = {{IEEE}},
  year         = {2003},
  url          = {https://doi.org/10.1109/ICSMC.2003.1244441},
  doi          = {10.1109/ICSMC.2003.1244441},
  timestamp    = {Thu, 27 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/TanSL03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/WangSL00,
  author       = {Haiqing Wang and
                  Zhihuan Song and
                  Ping Li},
  title        = {Wavelet-based frequency band weighting approach to control-relevant
                  process identification},
  booktitle    = {American Control Conference, {ACC} 2000, Chicago, Illinois, USA, 28-30
                  June, 2000},
  pages        = {944--948},
  publisher    = {{IEEE}},
  year         = {2000},
  url          = {https://doi.org/10.1109/ACC.2000.876639},
  doi          = {10.1109/ACC.2000.876639},
  timestamp    = {Sat, 29 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/amcc/WangSL00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/WangSP00,
  author       = {Haiqing Wang and
                  Zhi{-}Huan Song and
                  Ping Li},
  title        = {Improved {PCA} with optimized sensor locations for process monitoring
                  and fault diagnosis},
  booktitle    = {39th {IEEE} Conference on Decision and Control, {CDC} 2000, Sydney,
                  Australia, December 12-15, 2000},
  pages        = {4353--4358},
  publisher    = {{IEEE}},
  year         = {2000},
  url          = {https://doi.org/10.1109/CDC.2001.914588},
  doi          = {10.1109/CDC.2001.914588},
  timestamp    = {Sat, 15 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cdc/WangSP00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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