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Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1022-1038
作者:  Xiao Xue;  Deyu Zhou;  Xiangning Yu;  Gang Wang;  Juanjuan Li;  Xia Xie;  Lizhen Cui;  Fei-Yue Wang
Adobe PDF(7239Kb)  |  收藏  |  浏览/下载:27/7  |  提交时间:2024/03/18
Agent-based modeling  computational experiments  cyber-physical-social systems (CPSS)  generative deduction  generative experiments  meta model  
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  
Sequential Inverse Optimal Control of Discrete-Time Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 608-621
作者:  Sheng Cao;  Zhiwei Luo;  Changqin Quan
Adobe PDF(2127Kb)  |  收藏  |  浏览/下载:31/13  |  提交时间:2024/02/19
Inverse optimal control  promised calculation step  sequential calculation  
An Incentive Mechanism for Federated Learning: A Continuous Zero-Determinant Strategy Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 88-102
作者:  Changbing Tang;  Baosen Yang;  Xiaodong Xie;  Guanrong Chen;  Mohammed A. A. Al-qaness;  Yang Liu
Adobe PDF(2968Kb)  |  收藏  |  浏览/下载:174/130  |  提交时间:2024/01/02
Federated learning (FL)  game theory  incentive mechanism  machine learning  zero-determinant strategy  
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:70/32  |  提交时间:2023/09/22
Bounded denoiser  compressed sensing magnetic resonance imaging (CSMRI)  dual frames  plug-and-play priors  regularization  
Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
作者:  Hu Fenyu;  Cui Zeyu;  Wu Shu;  Liu Qiang;  Wu Jinlin;  Wang Liang;  Tan Tieniu
Adobe PDF(69424Kb)  |  收藏  |  浏览/下载:174/67  |  提交时间:2023/07/06
Generalized Inter-class Loss for Gait Recognition 会议论文
, Lisboa, Portugal, 2022-5
作者:  Yu, Weichen;  Yu, Hongyuan;  Huang, Yan;  Wang, Liang
Adobe PDF(2034Kb)  |  收藏  |  浏览/下载:72/23  |  提交时间:2023/07/03
噪声鲁棒的步态识别算法研究 学位论文
, 2023
作者:  余玮宸
Adobe PDF(4863Kb)  |  收藏  |  浏览/下载:135/3  |  提交时间:2023/07/03
步态识别  有噪声标签学习  有噪声数据集学习  鲁棒学习  深度学习  
图神经网络表示学习方法研究 学位论文
, 2023
作者:  叶雪
Adobe PDF(25235Kb)  |  收藏  |  浏览/下载:142/7  |  提交时间:2023/06/16
深度学习  图神经网络  注意力机制  元学习  拓扑数据分析  
可控人脸视频生成理论和方法研究 学位论文
, 2023
作者:  宋林森
Adobe PDF(46441Kb)  |  收藏  |  浏览/下载:102/4  |  提交时间:2023/06/08
视频生成  人脸视频  生成模型  计算机视觉