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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:153/31  |  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 |
| Regularization by Multiple Dual Frames for Compressed Sensing Magnetic Resonance Imaging With Convergence Analysis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2136-2153 作者: Baoshun Shi; Kexun Liu
Adobe PDF(16304Kb)  |   收藏  |  浏览/下载:113/50  |  提交时间:2023/09/22 Bounded denoiser compressed sensing magnetic resonance imaging (CSMRI) dual frames plug-and-play priors regularization |
| Disturbance Observer-Based Safe Tracking Control for Unmanned Helicopters With Partial State Constraints and Disturbances 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2056-2069 作者: Haoxiang Ma; Mou Chen; Qingxian Wu
Adobe PDF(3799Kb)  |   收藏  |  浏览/下载:84/34  |  提交时间:2023/09/22 Disturbance observer dynamic surface control safe tracking control safety protection algorithm unmanned autonomous helicopter |
| A Data-Driven Rutting Depth Short-Time Prediction Model With Metaheuristic Optimization for Asphalt Pavements Based on RIOHTrack 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1918-1932 作者: Zhuoxuan Li; Iakov Korovin; Xinli Shi; Sergey Gorbachev; Nadezhda Gorbacheva; Wei Huang; Jinde Cao
Adobe PDF(3879Kb)  |   收藏  |  浏览/下载:142/52  |  提交时间:2023/09/07 Extreme learning machine algorithm with residual correction (RELM), metaheuristic optimization oil-gas transportation RIOHTrack rutting depth |
| Neural-Network-Based Adaptive Finite-Time Control for a Two-Degree-of-Freedom Helicopter System With an Event-Triggering Mechanism 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1754-1765 作者: Zhijia Zhao; Jian Zhang; Shouyan Chen; Wei He; Keum-Shik Hong
Adobe PDF(10305Kb)  |   收藏  |  浏览/下载:150/39  |  提交时间:2023/07/20 Adaptive neural-network control event-triggering mechanism (ETM) finite time two-degree-of-freedom helicopter |
| 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:113/47  |  提交时间:2023/07/20 Echo state network (ESN) noise probabilistic regularization robustness |
| Survey on AI and Machine Learning Techniques for Microgrid Energy Management Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1513-1529 作者: Aditya Joshi; Skieler Capezza; Ahmad Alhaji; Mo-Yuen Chow
Adobe PDF(4919Kb)  |   收藏  |  浏览/下载:205/89  |  提交时间:2023/06/14 Consensus energy management system (EMS) reinforcement learning supervised learning |
| 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:131/35  |  提交时间:2023/05/29 Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| Kernel-Based State-Space Kriging for Predictive Control 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1263-1275 作者: A. Daniel Carnerero; Daniel R. Ramirez; Daniel Limon; Teodoro Alamo
Adobe PDF(3997Kb)  |   收藏  |  浏览/下载:152/44  |  提交时间:2023/04/26 Data-driven methods model identification Kernel methods predictive control |
| Adaptive Fixed-Time Control of Nonlinear MASs With Actuator Faults 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1252-1262 作者: Hongru Ren; Hui Ma; Hongyi Li; Zhenyou Wang
Adobe PDF(2309Kb)  |   收藏  |  浏览/下载:96/34  |  提交时间:2023/04/26 Actuator faults adaptive fixed-time control multi-agent systems (MASs) Nussbaum function |