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| Low-Rank Optimal Transport for Robust Domain Adaptation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1667-1680 作者: Bingrong Xu; Jianhua Yin; Cheng Lian; Yixin Su; Zhigang Zeng
Adobe PDF(3368Kb)  |   收藏  |  浏览/下载:16/9  |  提交时间:2024/06/07 Domain adaptation low-rank constraint noise corruption optimal transport |
| Nonlinear Filtering With Sample-Based Approximation Under Constrained Communication: Progress, Insights and Trends 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1539-1556 作者: Weihao Song; Zidong Wang; Zhongkui Li; Jianan Wang; Qing-Long Han
Adobe PDF(1858Kb)  |   收藏  |  浏览/下载:12/6  |  提交时间:2024/06/07 Communication constraints maximum correntropy filter networked nonlinear filtering particle filter sample-based approximation unscented Kalman filter |
| Uncertainty-aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1317-1330 作者: Jiaxin Ren; Jingcheng Wen; Zhibin Zhao; Ruqiang Yan; Xuefeng Chen; Asoke K. Nandi
Adobe PDF(16165Kb)  |   收藏  |  浏览/下载:15/4  |  提交时间:2024/05/22 Out-of-distribution detection traceability analysis trustworthy fault diagnosis uncertainty quantification |
| Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1106-1126 作者: Wenqi Ren; Yang Tang; Qiyu Sun; Chaoqiang Zhao; Qing-Long Han
Adobe PDF(12695Kb)  |   收藏  |  浏览/下载:34/2  |  提交时间:2024/04/10 Computer vision deep learning few-shot learning low-shot learning semantic segmentation zero-shot learning |
| Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1092-1105 作者: MengChu Zhou; Meiji Cui; Dian Xu; Shuwei Zhu; Ziyan Zhao; Abdullah Abusorrah
Adobe PDF(2100Kb)  |   收藏  |  浏览/下载:31/4  |  提交时间:2024/04/10 Evolutionary algorithm (EA) high-dimensional expensive problems (HEPs) industrial applications surrogate-assisted optimization |
| What Does Sora Show: The Beginning of TAO to Imaginative Intelligence and Scenarios Engineering 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 809-815 作者: Fei-Yue Wang ; Qinghai Miao; Lingxi Li; Qinghua Ni; Xuan Li; Juanjuan Li ; Lili Fan; Yonglin Tian ; Qing-Long Han
Adobe PDF(571Kb)  |   收藏  |  浏览/下载:43/9  |  提交时间:2024/03/18 |
| 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 |
| A Self-Adapting and Efficient Dandelion Algorithm and Its Application to Feature Selection for Credit Card Fraud Detection 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 377-390 作者: Honghao Zhu; MengChu Zhou; Yu Xie; Aiiad Albeshri
Adobe PDF(2674Kb)  |   收藏  |  浏览/下载:60/18  |  提交时间:2024/01/23 Credit card fraud detection (CCFD) dandelion algorithm (DA) feature selection normal sowing operator |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300 作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang
Adobe PDF(1275Kb)  |   收藏  |  浏览/下载:53/17  |  提交时间:2024/01/23 Process control process systems engineering reinforcement learning |
| Autonomous Recommendation of Fault Detection Algorithms for Spacecraft 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 273-275 作者: Wenbo Li ; Baoling Ning
Adobe PDF(517Kb)  |   收藏  |  浏览/下载:153/69  |  提交时间:2024/01/02 |