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| Sparse Reconstructive Evidential Clustering for Multi-View Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 459-473
作者: Chaoyu Gong; Yang You
 Adobe PDF(1769Kb) |  收藏 | 浏览/下载：70/37 | 提交时间：2024/01/23
Evidence theory multi-view clustering (MVC) optimization sparse reconstruction |
| 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：126/25 | 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 |
| 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：142/41 | 提交时间：2023/09/22
Deep matrix factorization (DMF) diversity hypergraph regularization multi-view data representation (MDR) |
| 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：98/20 | 提交时间：2023/07/20
Deep learning hyperspectral image image fusion image super-resolution survey |
| 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：102/29 | 提交时间：2023/05/29
Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| 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：255/99 | 提交时间：2023/01/16
Domain adaptation domain similarity negative transfer positive transfer transfer learning |
| SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2121-2137
作者: Linfeng Tang; Yuxin Deng; Yong Ma; Jun Huang; Jiayi Ma
Adobe PDF(7619Kb) | 收藏 | 浏览/下载：251/93 | 提交时间：2022/12/02
Global spatial attention image fusion image registration mutual promotion semantic awareness |
| Contrastive Consensus Graph Learning for Multi-View Clustering 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 2027-2030
作者: Shiping Wang; Xincan Lin; Zihan Fang; Shide Du; Guobao Xiao
Adobe PDF(1474Kb) | 收藏 | 浏览/下载：129/53 | 提交时间：2022/10/09 |
| Internet of Things for the Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 718-752
作者: Othmane Friha; Mohamed Amine Ferrag; Lei Shu; Leandros Maglaras; Xiaochan Wang
Adobe PDF(46102Kb) | 收藏 | 浏览/下载：198/29 | 提交时间：2021/04/09
Agricultural internet of things (IoT) internet of things (IoT) smart agriculture smart farming sustainable agriculture |
| Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
作者: Dezhen Xiong; Daohui Zhang; Xingang Zhao; Yiwen Zhao
Adobe PDF(3921Kb) | 收藏 | 浏览/下载：190/34 | 提交时间：2021/04/09
Accuracy deep learning electromyography (EMG) human-machine interaction (HMI) robustness |
