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Knowledge Transfer Learning via Dual Density Sampling for Resource-Limited Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2269-2291
作者:  Zefeng Zheng;  Luyao Teng;  Wei Zhang;  Naiqi Wu;  Shaohua Teng
Adobe PDF(15412Kb)  |  收藏  |  浏览/下载：149/28  |  提交时间：2023/10/31
Cross-domain risk  dual density sampling  intra-domain risk  maximum mean discrepancy  knowledge transfer learning  resource-limited domain adaptation  
A Novel Competition-Based Coordination Model With Dynamic Feedback for Multi-Robot Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 2029-2031
作者:  Bo Peng;  Xuerui Zhang;  Mingsheng Shang
Adobe PDF(9603Kb)  |  收藏  |  浏览/下载：77/30  |  提交时间：2023/09/07
Scheduling a Single-Arm Multi-Cluster Tool With a Condition-Based Cleaning Operation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1965-1983
作者:  Qinghua Zhu;  Hongpeng Li;  Cong Wang;  Yan Hou
Adobe PDF(2283Kb)  |  收藏  |  浏览/下载：119/39  |  提交时间：2023/09/07
Chamber cleaning  multi-cluster tools  scheduling  semiconductor manufacturing  
Underwater Cable Localization Method Based on Beetle Swarm Optimization Algorithm 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1893-1895
作者:  Wenchao Huang;  Zhijun Pan;  Zhezhuang Xu
Adobe PDF(2235Kb)  |  收藏  |  浏览/下载：114/45  |  提交时间：2023/08/10
How Generative Adversarial Networks Promote the Development of Intelligent Transportation Systems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1781-1796
作者:  Hongyi Lin;  Yang Liu;  Shen Li;  Xiaobo Qu
Adobe PDF(1497Kb)  |  收藏  |  浏览/下载：238/144  |  提交时间：2023/08/10
Autonomous driving  generative adversarial network (GAN)  intelligent transportation system (ITS)  traffic anomaly inspection  traffic flow  
Echo State Network With Probabilistic Regularization for Time Series Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1743-1753
作者:  Xiufang Chen;  Mei Liu;  Shuai Li
Adobe PDF(3459Kb)  |  收藏  |  浏览/下载：108/46  |  提交时间：2023/07/20
Echo state network (ESN)  noise  probabilistic regularization  robustness  
Scheduling Dual-Arm Multi-Cluster Tools With Regulation of Post-Processing Time 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1730-1742
作者:  Qinghua Zhu;  Bin Li;  Yan Hou;  Hongpeng Li;  Naiqi Wu
Adobe PDF(1768Kb)  |  收藏  |  浏览/下载：175/54  |  提交时间：2023/07/20
Cluster tool  optimization  scheduling  
Development of a Bias Compensating Q-Learning Controller for a Multi-Zone HVAC Facility 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1704-1715
作者:  Syed Ali Asad Rizvi;  Amanda J. Pertzborn;  Zongli Lin
Adobe PDF(4532Kb)  |  收藏  |  浏览/下载：183/76  |  提交时间：2023/07/20
HVAC control  optimal tracking  Q-learning  reinforcement learning (RL)  
Recurrent ConFormer for WiFi Activity Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1491-1493
作者:  Miao Shang;  Xiaopeng Hong
Adobe PDF(1018Kb)  |  收藏  |  浏览/下载：68/26  |  提交时间：2023/05/29
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者:  Sibo Cheng;  César Quilodrán-Casas;  Said Ouala;  Alban Farchi;  Che Liu;  Pierre Tandeo;  Ronan Fablet;  Didier Lucor;  Bertrand Iooss;  Julien Brajard;  Dunhui Xiao;  Tijana Janjic;  Weiping Ding;  Yike Guo;  Alberto Carrassi;  Marc Bocquet;  Rossella Arcucci
Adobe PDF(17725Kb)  |  收藏  |  浏览/下载：128/34  |  提交时间：2023/05/29
Data assimilation (DA)  deep learning  machine learning (ML)  reduced-order-modelling  uncertainty quantification (UQ)