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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:121/25  |  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 |
| Subspace Identification for Closed-Loop Systems With Unknown Deterministic Disturbances 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2248-2257 作者: Kuan Li; Hao Luo; Yuchen Jiang; Dejia Tang; Hongyan Yang Adobe PDF(1548Kb)  |  收藏  |  浏览/下载:126/30  |  提交时间:2023/10/31 Bernstein polynomial closed-loop system subspace identification unknown deterministic disturbances |
| Diverse Deep Matrix Factorization With Hypergraph Regularization for Multi-View Data Representation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2154-2167 作者: Haonan Huang; Guoxu Zhou; Naiyao Liang; Qibin Zhao; Shengli Xie Adobe PDF(3206Kb)  |  收藏  |  浏览/下载:139/41  |  提交时间:2023/09/22 Deep matrix factorization (DMF) diversity hypergraph regularization multi-view data representation (MDR) |
| Adaptive Graph Embedding With Consistency and Specificity for Domain Adaptation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2094-2107 作者: Shaohua Teng; Zefeng Zheng; Naiqi Wu; Luyao Teng; Wei Zhang Adobe PDF(1786Kb)  |  收藏  |  浏览/下载:127/51  |  提交时间:2023/09/22 Adaptive adjustment consistency and specificity domain adaptation graph embedding geometrical and semantic metrics |
| Improved Capon Estimator for High-Resolution DOA Estimation and Its Statistical Analysis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1716-1729 作者: Weiliang Zuo; Jingmin Xin; Changnong Liu; Nanning Zheng; Akira Sano Adobe PDF(2011Kb)  |  收藏  |  浏览/下载:92/44  |  提交时间:2023/07/20 Capon beamformer direction-of-arrival (DOA) estimation large-sample mean-squared-error (MSE) subspace-based methods uniform linear array |
| Hyperspectral Image Super-Resolution Meets Deep Learning: A Survey and Perspective 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1668-1691 作者: Xinya Wang; Qian Hu; Yingsong Cheng; Jiayi Ma Adobe PDF(22541Kb)  |  收藏  |  浏览/下载:93/20  |  提交时间:2023/07/20 Deep learning hyperspectral image image fusion image super-resolution survey |
| Augmented Industrial Data-Driven Modeling Under the Curse of Dimensionality 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1445-1461 作者: Xiaoyu Jiang; Xiangyin Kong; Zhiqiang Ge Adobe PDF(25936Kb)  |  收藏  |  浏览/下载:125/41  |  提交时间:2023/05/29 Curse of dimensionality data augmentation data-driven modeling industrial processes machine 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:98/29  |  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:120/34  |  提交时间:2023/04/26 Data-driven methods model identification Kernel methods predictive control |
| A Fast Clustering Based Evolutionary Algorithm for Super-Large-Scale Sparse Multi-Objective Optimization 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1048-1063 作者: Ye Tian; Yuandong Feng; Xingyi Zhang; Changyin Sun Adobe PDF(2003Kb)  |  收藏  |  浏览/下载:314/99  |  提交时间:2023/03/22 Evolutionary computation fast clustering sparse multi-objective optimization super-large-scale optimization |