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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：95/22  |  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  
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：109/47  |  提交时间：2023/09/22
Adaptive adjustment  consistency and specificity  domain adaptation  graph embedding  geometrical and semantic metrics  
Policy Iteration for Optimal Control of Discrete-Time Time-Varying Nonlinear Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 781-791
作者:  Guangyu Zhu;  Xiaolu Li;  Ranran Sun;  Yiyuan Yang;  Peng Zhang
Adobe PDF(2432Kb)  |  收藏  |  浏览/下载：166/62  |  提交时间：2023/03/02
Adaptive critic designs  adaptive dynamic programming  approximate dynamic programming  optimal control  policy iteration  time-varying  
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：103/35  |  提交时间：2023/08/10
Curvature regularization  deep metric learning (DML)  embedding learning  geometry flow  riemannian metric  
Resilient Time-Varying Formation-Tracking of Multi-UAV Systems Against Composite Attacks: A Two-Layered Framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 969-984
作者:  Xin Gong;  Michael V. Basin;  Zhiguang Feng;  Tingwen Huang;  Yukang Cui
Adobe PDF(9350Kb)  |  收藏  |  浏览/下载：117/25  |  提交时间：2023/03/22
Composite attacks  multi-UAV systems  resilient control  time-varying formation-tracking  
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：106/37  |  提交时间：2023/09/22
Deep matrix factorization (DMF)  diversity  hypergraph regularization  multi-view data representation (MDR)  
Multi-Cluster Feature Selection Based on Isometric Mapping 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 570-572
作者:  Yadi Wang;  Zefeng Zhang;  Yinghao Lin
Adobe PDF(767Kb)  |  收藏  |  浏览/下载：134/50  |  提交时间：2022/03/09
Bayesian Multidimensional Scaling for Location Awareness in Hybrid-Internet of Underwater Things 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 496-509
作者:  Ruhul Amin Khalil;  Nasir Saeed;  Mohammad Inayatullah Babar;  Tariqullah Jan;  Sadia Din
Adobe PDF(31344Kb)  |  收藏  |  浏览/下载：143/31  |  提交时间：2022/03/09
Bayesian multidimensional scaling (BMDS)  hybrid Cramer-Rao lower bound (H-CRLB)  internet of underwater things (IoUT)  signals of opportunity (SOA) approach  
Multiview Locally Linear Embedding for Spectral-Spatial Dimensionality Reduction of Hyperspectral Imagery 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 1091-1094
作者:  Haochen Ji;  Zongyu Zuo
Adobe PDF(374Kb)  |  收藏  |  浏览/下载：135/35  |  提交时间：2022/05/30
Exponential Convergence of Primal-Dual Dynamical System for Linear Constrained Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 745-748
作者:  Luyao Guo, Xinli Shi, Jinde Cao
Adobe PDF(933Kb)  |  收藏  |  浏览/下载：181/55  |  提交时间：2022/03/09