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| GraphCA: Learning From Graph Counterfactual Augmentation for Knowledge Tracing 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2108-2123 作者: Xinhua Wang; Shasha Zhao; Lei Guo; Lei Zhu; Chaoran Cui; Liancheng Xu Adobe PDF(1627Kb)  |  收藏  |  浏览/下载:94/41  |  提交时间:2023/09/22 Contrastive learning counterfactual representation graph neural network knowledge tracing |
| Disturbance Observer-Based Safe Tracking Control for Unmanned Helicopters With Partial State Constraints and Disturbances 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2056-2069 作者: Haoxiang Ma; Mou Chen; Qingxian Wu Adobe PDF(3799Kb)  |  收藏  |  浏览/下载:74/29  |  提交时间:2023/09/22 Disturbance observer dynamic surface control safe tracking control safety protection algorithm unmanned autonomous helicopter |
| A Length-Adaptive Non-Dominated Sorting Genetic Algorithm for Bi-Objective High-Dimensional Feature Selection 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1834-1844 作者: Yanlu Gong; Junhai Zhou; Quanwang Wu; MengChu Zhou; Junhao Wen Adobe PDF(1308Kb)  |  收藏  |  浏览/下载:94/51  |  提交时间:2023/08/10 Bi-objective optimization feature selection (FS) genetic algorithm high-dimensional data length-adaptive |
| Attacks Against Cross-Chain Systems and Defense Approaches: A Contemporary Survey 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1647-1667 作者: Li Duan; Yangyang Sun; Wei Ni; Weiping Ding; Jiqiang Liu; Wei Wang Adobe PDF(2148Kb)  |  收藏  |  浏览/下载:111/24  |  提交时间:2023/07/20 Blockchain cross-chain defense distributed private key control hash-locking notary security threats sidechain/relay |
| 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:93/29  |  提交时间:2023/05/29 Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| 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:199/70  |  提交时间:2023/05/19 |
| Kernel-Based State-Space Kriging for Predictive Control 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1263-1275 作者: A. Daniel Carnerero; Daniel R. Ramirez; Daniel Limon; Teodoro Alamo Adobe PDF(3997Kb)  |  收藏  |  浏览/下载:116/32  |  提交时间:2023/04/26 Data-driven methods model identification Kernel methods predictive control |
| A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1122-1136 作者: Tianyu Wu; Shizhu He; Jingping Liu; Siqi Sun; Kang Liu; Qing-Long Han; Yang Tang Adobe PDF(4650Kb)  |  收藏  |  浏览/下载:801/660  |  提交时间:2023/04/26 AIGC ChatGPT GPT-3 GPT-4 human feedback large language models |
| Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 859-876 作者: Ahmad Chaddad; Qizong Lu; Jiali Li; Yousef Katib; Reem Kateb; Camel Tanougast; Ahmed Bouridane; Ahmed Abdulkadir Adobe PDF(6028Kb)  |  收藏  |  浏览/下载:532/373  |  提交时间:2023/03/22 Domain adaptation explainable artificial intelligence federated learning |
| Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 524-546 作者: Wentao Mao; Gangsheng Wang; Linlin Kou; Xihui Liang Adobe PDF(25706Kb)  |  收藏  |  浏览/下载:663/43  |  提交时间:2023/01/16 Anomaly detection domain adaptation domain-adversarial training one-class classification transfer learning |