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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:120/50  |  提交时间:2023/09/22 Contrastive learning counterfactual representation graph neural network knowledge tracing |
| Transformer-Based Macroscopic Regulation for High-Speed Railway Timetable Rescheduling 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1822-1833 作者: Wei Xu; Chen Zhao; Jie Cheng; Yin Wang; Yiqing Tang; Tao Zhang; Zhiming Yuan; Yisheng Lv; Fei-Yue Wang Adobe PDF(3484Kb)  |  收藏  |  浏览/下载:135/63  |  提交时间:2023/08/10 High-speed railway reinforcement learning train timetable rescheduling Transformer |
| How Generative Adversarial Networks Promote the Development of Intelligent Transportation Systems: A Survey 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1781-1796 作者: Hongyi Lin; Yang Liu; Shen Li; Xiaobo Qu Adobe PDF(1497Kb)  |  收藏  |  浏览/下载:213/128  |  提交时间:2023/08/10 Autonomous driving generative adversarial network (GAN) intelligent transportation system (ITS) traffic anomaly inspection traffic flow |
| Pavement Cracks Coupled With Shadows: A New Shadow-Crack Dataset and A Shadow-Removal-Oriented Crack Detection Approach 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1593-1607 作者: Lili Fan; Shen Li; Ying Li; Bai Li; Dongpu Cao; Fei-Yue Wang Adobe PDF(23502Kb)  |  收藏  |  浏览/下载:118/14  |  提交时间:2023/06/14 Automatic pavement crack detection data augmentation compensation deep learning residual feature augmentation shadow removal shadow-crack dataset |
| Wood Crack Detection Based on Data-Driven Semantic Segmentation Network 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1510-1512 作者: Ye Lin; Zhezhuang Xu; Dan Chen; Zhijie Ai; Yang Qiu; Yazhou Yuan Adobe PDF(1361Kb)  |  收藏  |  浏览/下载:118/41  |  提交时间:2023/05/29 |
| Augmented Industrial Data-Driven Modeling Under the Curse of Dimensionality 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1445-1461 作者: Xiaoyu Jiang; Xiangyin Kong; Zhiqiang Ge Adobe PDF(25936Kb)  |  收藏  |  浏览/下载:133/42  |  提交时间:2023/05/29 Curse of dimensionality data augmentation data-driven modeling industrial processes machine learning |
| 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:117/31  |  提交时间:2023/05/29 Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| 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:874/697  |  提交时间:2023/04/26 AIGC ChatGPT GPT-3 GPT-4 human feedback large language models |
| A Novel Parameter-Optimized Recurrent Attention Network for Pipeline Leakage Detection 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1064-1076 作者: Tong Sun; Chuang Wang; Hongli Dong; Yina Zhou; Chuang Guan Adobe PDF(3211Kb)  |  收藏  |  浏览/下载:276/70  |  提交时间:2023/03/22 Anomaly-attention mechanism (AM) long short-term memory (LSTM) parameter-optimized recurrent attention network (PRAN) particle swarm optimization (PSO) pipeline leakage detection (PLD) |
| 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:153/33  |  提交时间:2023/03/22 Composite attacks multi-UAV systems resilient control time-varying formation-tracking |