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| Data-Based Filters for Non-Gaussian Dynamic Systems With Unknown Output Noise Covariance 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 866-877
作者: Elham Javanfar; Mehdi Rahmani
 Adobe PDF(1291Kb) |  收藏 | 浏览/下载：21/3 | 提交时间：2024/03/18
Data-based filter maximum likelihood estimation unknown covariance weighted maximum likelihood estimation weighted sum-of-norms clustering |
| Bayesian Filtering for High-Dimensional State-Space Models With State Partition and Error Compensation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1239-1249
作者: Ke Li ; Shunyi Zhao; Biao Huang; Fei Liu
 Adobe PDF(1988Kb) | 收藏 | 浏览/下载：13/4 | 提交时间：2024/04/10
Bayesian estimation error compensation high-dimensional systems state estimation state partition |
| Point Cloud Classification Using Content-Based Transformer via Clustering in Feature Space 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 231-239
作者: Yahui Liu; Bin Tian; Yisheng Lv; Lingxi Li; Fei-Yue Wang
Adobe PDF(8541Kb) | 收藏 | 浏览/下载：220/153 | 提交时间：2024/01/02
Content-based Transformer deep learning feature aggregator local attention point cloud classification |
| A Feature-Aided Multiple Model Algorithm for Maneuvering Target Tracking 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 566-568
作者: Yiwei Tian; Meiqin Liu; Senlin Zhang; Ronghao Zheng; Shanling Dong
Adobe PDF(908Kb) | 收藏 | 浏览/下载：76/23 | 提交时间：2024/01/23 |
| Point Cloud Classification Using Content-based Transformer via Clustering in Feature Space 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 页码: 1-9
作者: Yahui Liu; Bin Tian; Yisheng Lv; Lingxi Li; Feiyue Wang
Adobe PDF(4216Kb) | 收藏 | 浏览/下载：180/67 | 提交时间：2023/05/19 |
| Wood Crack Detection Based on Data-Driven Semantic Segmentation Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1510-1512
作者: Ye Lin; Zhezhuang Xu; Dan Chen; Zhijie Ai; Yang Qiu; Yazhou Yuan
Adobe PDF(1361Kb) | 收藏 | 浏览/下载：70/27 | 提交时间：2023/05/29 |
| A Survey on Negative Transfer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 305-329
作者: Wen Zhang; Lingfei Deng; Lei Zhang; Dongrui Wu
Adobe PDF(2739Kb) | 收藏 | 浏览/下载：229/96 | 提交时间：2023/01/16
Domain adaptation domain similarity negative transfer positive transfer transfer learning |
| Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 78-89
作者: Xinya Wang; Jiayi Ma; Junjun Jiang
Adobe PDF(11082Kb) | 收藏 | 浏览/下载：151/45 | 提交时间：2023/01/03
Blind super-resolution contrastive learning deep learning image super-resolution (SR) |
| A Novel Adaptive Kalman Filter Based on Credibility Measure 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 103-120
作者: Quanbo Ge; Xiaoming Hu; Yunyu Li; Hongli He; Zihao Song
Adobe PDF(2653Kb) | 收藏 | 浏览/下载：135/37 | 提交时间：2023/01/03
Credibility expectation maximization-particle swarm optimization method (EM-PSO) filter calculated mean square errors (MSE) inaccurate models Kalman filter Sage-Husa true MSE (TMSE) |
| 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：86/28 | 提交时间：2023/05/29
Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
