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| 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:169/48  |  提交时间:2023/09/22 Deep matrix factorization (DMF) diversity hypergraph regularization multi-view data representation (MDR) |
| 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 |
| 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:163/69  |  提交时间:2023/09/22 Adaptive adjustment consistency and specificity domain adaptation graph embedding geometrical and semantic metrics |
| Geometry Flow-Based Deep Riemannian Metric Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1882-1892 作者: Yangyang Li; Chaoqun Fei; Chuanqing Wang; Hongming Shan; Ruqian Lu Adobe PDF(1815Kb)  |  收藏  |  浏览/下载:162/52  |  提交时间:2023/08/10 Curvature regularization deep metric learning (DML) embedding learning geometry flow riemannian metric |
| AUTOSIM: Automated Urban Traffic Operation Simulation via Meta-Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1871-1881 作者: Yuanqi Qin; Wen Hua; Junchen Jin; Jun Ge; Xingyuan Dai; Lingxi Li; Xiao Wang; Fei-Yue Wang Adobe PDF(3244Kb)  |  收藏  |  浏览/下载:127/27  |  提交时间:2023/08/10 Conditional generative adversarial network signalized urban networks short-term link speed prediction |
| Underwater Data-Driven Positioning Estimation Using Local Spatiotemporal Nonlinear Correlation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1775-1777 作者: Chengming Luo; Luxue Wang; Xudong Yang; Gaifang Xin; Biao Wang Adobe PDF(931Kb)  |  收藏  |  浏览/下载:128/57  |  提交时间:2023/07/20 |
| 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:121/24  |  提交时间:2023/07/20 Deep learning hyperspectral image image fusion image super-resolution survey |
| RGCNU: Recurrent Graph Convolutional Network With Uncertainty Estimation for Remaining Useful Life Prediction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1640-1642 作者: Qiwu Zhu; Qingyu Xiong; Zhengyi Yang; Yang Yu Adobe PDF(438Kb)  |  收藏  |  浏览/下载:176/40  |  提交时间:2023/06/14 |
| 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) |
| Automatic Lane-Level Intersection Map Generation using Low-Channel Roadside LiDAR 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1209-1222 作者: Hui Liu; Ciyun Lin; Bowen Gong; Dayong Wu Adobe PDF(16514Kb)  |  收藏  |  浏览/下载:173/43  |  提交时间:2023/04/26 High-definition map lane-level intersection map roadside LiDAR sliding window traffic object trajectory |