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Convergence Analysis of a Self-Stabilizing Algorithm for Minor Component Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1585-1592
作者:  Haidi Dong;  Yingbin Gao;  Gang Liu
浏览  |  Adobe PDF(1583Kb)  |  收藏  |  浏览/下载：200/43  |  提交时间：2021/03/11
Convergence analysis  deterministic discrete time (DDT)  dynamic characteristic  Möller algorithm  
Learning a Deep Predictive Coding Network for a Semi-Supervised 3D-Hand Pose Estimation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1371-1379
作者:  Jamal Banzi;  Isack Bulugu;  Zhongfu Ye
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Convolutional neural networks  deep learning  hand pose estimation  human-machine interaction  predictive coding  recurrent neural networks  unsupervised learning  
Latent Variable Regression for Supervised Modeling and Monitoring 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 800-811
作者:  Qinqin Zhu
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Data analytics  inferential monitoring  latent variable regression  regularization  
Locally Linear Back-propagation Based Contribution for Nonlinear Process Fault Diagnosis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 764-775
作者:  Jinchuan Qian;  Li Jiang;  Zhihuan Song
浏览  |  Adobe PDF(1474Kb)  |  收藏  |  浏览/下载：164/43  |  提交时间：2021/03/11
Auto-encoder (AE)  deep learning  fault diagnosis  locally linear model  nonlinear process  reconstruction based contribution (RBC)  
Flue Gas Monitoring System With Empirically-Trained Dictionary 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 606-616
作者:  Hui Cao;  Yajie Yu;  Panpan Zhang;  Yanxia Wang
浏览  |  Adobe PDF(16993Kb)  |  收藏  |  浏览/下载：148/28  |  提交时间：2021/03/11
Dictionary learning  empirically-trained dictionaty (ETD)  flue gas monitoring system  quantitative analysis  
Data-Driven Based Fault Prognosis for Industrial Systems: A Concise Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 330-345
作者:  Kai Zhong;  Min Han;  Bing Han
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Data-driven  fault prognosis  feature extraction  industrial systems  
Developing Soft Sensors for Polymer Melt Index in an Industrial Polymerization Process Using Deep Belief Networks 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 44-54
作者:  Chang-Hao Zhu;  Jie Zhang
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Polymer melt index  soft sensor  deep learning  deep belief network (DBN)  unsupervised training.  
Adversarial Attacks and Defenses in Images, Graphs and Text: A Review 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 151-178
作者:  Han Xu;  Yao Ma;  Hao-Chen Liu;  Debayan Deb;  Hui Liu;  Ji-Liang Tang;  Anil K. Jain
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Adversarial example  model safety  robustness  defenses  deep learning.  
Item Response Theory Based Ensemble in Machine Learning 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 621-636
作者:  Ziheng Chen;  Hongshik Ahn
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Classification  ensemble learning  item response theory  machine learning  expectation maximization (EM) algorithm.  
Simultaneous Identification of Process Structure,Parameters and Time-delay Based on Non-negative Garrote 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 873-882
作者:  Jian-Guo Wang;  Qian-Ping Xiao;  Tiao Shen;  Shi-Wei Ma;  Wen-Tao Rao;  Yong-Jie Zhang
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Model structure  model parameter  time-delay  non-negative garrote  variable selection.