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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:134/54  |  提交时间:2023/09/22 Contrastive learning counterfactual representation graph neural network knowledge tracing |
| Human-Like Decision-Making of Autonomous Vehicles in Dynamic Traffic Scenarios 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1905-1917 作者: Tangyike Zhang; Junxiang Zhan; Jiamin Shi; Jingmin Xin; Nanning Zheng Adobe PDF(2815Kb)  |  收藏  |  浏览/下载:190/71  |  提交时间:2023/09/07 Autonomous vehicles decision-making driving behavior human-like driving |
| AUTOSIM: Automated Urban Traffic Operation Simulation via Meta-Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1871-1881 作者: Yuanqi Qin; Wen Hua; Junchen Jin; Jun Ge; Xingyuan Dai; Lingxi Li; Xiao Wang; Fei-Yue Wang Adobe PDF(3244Kb)  |  收藏  |  浏览/下载:125/27  |  提交时间:2023/08/10 Conditional generative adversarial network signalized urban networks short-term link speed prediction |
| 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:132/64  |  提交时间:2023/08/10 Bi-objective optimization feature selection (FS) genetic algorithm high-dimensional data length-adaptive |
| RGCNU: Recurrent Graph Convolutional Network With Uncertainty Estimation for Remaining Useful Life Prediction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1640-1642 作者: Qiwu Zhu; Qingyu Xiong; Zhengyi Yang; Yang Yu Adobe PDF(438Kb)  |  收藏  |  浏览/下载:176/40  |  提交时间:2023/06/14 |
| Local-to-Global Causal Reasoning for Cross-Document Relation Extraction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1608-1621 作者: Haoran Wu; Xiuyi Chen; Zefa Hu; Jing Shi; Shuang Xu; Bo Xu Adobe PDF(2465Kb)  |  收藏  |  浏览/下载:157/50  |  提交时间:2023/06/14 Causal reasoning cross document graph reasoning relation extraction (RE) |
| Survey on AI and Machine Learning Techniques for Microgrid Energy Management Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1513-1529 作者: Aditya Joshi; Skieler Capezza; Ahmad Alhaji; Mo-Yuen Chow Adobe PDF(4919Kb)  |  收藏  |  浏览/下载:205/89  |  提交时间:2023/06/14 Consensus energy management system (EMS) reinforcement learning supervised learning |
| Recurrent ConFormer for WiFi Activity Recognition 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1491-1493 作者: Miao Shang; Xiaopeng Hong Adobe PDF(1018Kb)  |  收藏  |  浏览/下载:69/27  |  提交时间:2023/05/29 |
| Proximal Alternating-Direction-Method-of- Multipliers-Incorporated Nonnegative Latent Factor Analysis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1388-1406 作者: Fanghui Bi; Xin Luo; Bo Shen; Hongli Dong; Zidong Wang Adobe PDF(2741Kb)  |  收藏  |  浏览/下载:169/63  |  提交时间:2023/05/29 Data science high-dimensional and incomplete data knowledge acquisition industrial application nonnegative latent factor analysis (NLFA) proximal alternating direction method of multipliers representation 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:131/35  |  提交时间:2023/05/29 Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |