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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：126/51  |  提交时间：2023/09/22
Contrastive learning  counterfactual representation  graph neural network  knowledge tracing  
Push-Sum Based Algorithm for Constrained Convex Optimization Problem and Its Potential Application in Smart Grid 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1889-1891
作者:  Qian Xu;  Zao Fu;  Bo Zou;  Hongzhe Liu;  Lei Wang
Adobe PDF(430Kb)  |  收藏  |  浏览/下载：177/55  |  提交时间：2022/09/08
Static Force-Based Modeling and Parameter Estimation for a Deformable Link Composed of Passive Spherical Joints With Preload Forces 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1817-1826
作者:  Gaofeng Li;  Dezhen Song;  Lei Sun;  Shan Xu;  Hongpeng Wang;  Jingtai Liu
Adobe PDF(5110Kb)  |  收藏  |  浏览/下载：188/62  |  提交时间：2021/09/03
Deformable link  parameters identification  spherical joint with preload force  static force-based model  
A Regularized LSTM Method for Predicting Remaining Useful Life of Rolling Bearings 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 581-593
作者:  Zhao-Hua Liu;  Xu-Dong Meng;  Hua-Liang Wei;  Liang Chen;  Bi-Liang Lu;  Zhen-Heng Wang;  Lei Chen
Adobe PDF(4710Kb)  |  收藏  |  浏览/下载：157/59  |  提交时间：2021/07/20
Deep learning  fault diagnosis  fault prognosis  long and short time memory network (LSTM)  rolling bearing  rotating machinery  regularization  remaining useful life prediction (RUL)  recurrent neural network (RNN)