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| Feature Matching via Topology-Aware Graph Interaction Model 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 113-130 作者: Yifan Lu; Jiayi Ma; Xiaoguang Mei; Jun Huang; Xiao-Ping Zhang Adobe PDF(26799Kb)  |  收藏  |  浏览/下载:244/160  |  提交时间:2024/01/02 Feature matching graph cut outlier filtering topology preserving |
| Detection of Oscillations in Process Control Loops From Visual Image Space Using Deep Convolutional Networks 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 982-995 作者: Tao Wang; Qiming Chen; Xun Lang; Lei Xie; Peng Li; Hongye Su Adobe PDF(3095Kb)  |  收藏  |  浏览/下载:30/10  |  提交时间:2024/03/18 Convolutional neural networks (CNNs) deep learning image processing oscillation detection process industries |
| A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850 作者: M. Victoria Luzón; Nuria Rodríguez-Barroso; Alberto Argente-Garrido; Daniel Jiménez-López; Jose M. Moyano; Javier Del Ser; Weiping Ding; Francisco Herrera Adobe PDF(4602Kb)  |  收藏  |  浏览/下载:18/5  |  提交时间:2024/03/18 Data privacy distributed machine learning federated learning software frameworks |
| Constrained Multi-Objective Optimization With Deep Reinforcement Learning Assisted Operator Selection 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 919-931 作者: Fei Ming; Wenyin Gong; Ling Wang; Yaochu Jin Adobe PDF(2091Kb)  |  收藏  |  浏览/下载:23/7  |  提交时间:2024/03/18 Constrained multi-objective optimization deep Q-learning deep reinforcement learning (DRL) evolutionary algorithms evolutionary operator selection |
| Parallel Vision ⊇ Image Synthesis/Augmentation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 782-784 作者: Wenwen Zhang; Wenbo Zheng; Qiang Li; Fei-Yue Wang Adobe PDF(718Kb)  |  收藏  |  浏览/下载:76/32  |  提交时间:2024/02/19 |
| Point Cloud Classification Using Content-Based Transformer via Clustering in Feature Space 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 231-239 作者: Yahui Liu; Bin Tian; Yisheng Lv; Lingxi Li; Fei-Yue Wang Adobe PDF(8541Kb)  |  收藏  |  浏览/下载:220/153  |  提交时间:2024/01/02 Content-based Transformer deep learning feature aggregator local attention point cloud classification |
| 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:37/13  |  提交时间:2024/01/23 Process control process systems engineering reinforcement learning |
| Optimal Cooperative Secondary Control for Islanded DC Microgrids via a Fully Actuated Approach 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 405-417 作者: Yi Yu; Guo-Ping Liu; Yi Huang; Peng Shi Adobe PDF(4885Kb)  |  收藏  |  浏览/下载:45/18  |  提交时间:2024/01/23 DC microgrids distributed control high-order fully actuated system approach linear quadratic regulator microgrid modeling secondary control |
| Point Cloud Classification Using Content-based Transformer via Clustering in Feature Space 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 页码: 1-9 作者: Yahui Liu; Bin Tian; Yisheng Lv; Lingxi Li; Feiyue Wang Adobe PDF(4216Kb)  |  收藏  |  浏览/下载:180/67  |  提交时间:2023/05/19 |
| Driver Intent Prediction and Collision Avoidance With Barrier Functions 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 365-375 作者: Yousaf Rahman; Abhishek Sharma; Mrdjan Jankovic; Mario Santillo; Michael Hafner Adobe PDF(5237Kb)  |  收藏  |  浏览/下载:128/46  |  提交时间:2023/01/16 |