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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：107/44 | 提交时间：2023/09/22
Contrastive learning counterfactual representation graph neural network knowledge tracing |
| Parallel reinforcement learning: a framework and case study 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2018, 卷号: 5, 期号: 4, 页码: 827-835
作者: Teng Liu; Bin TIan ; Yunfeng Ai; Li Li; Dongpu Cao; Feiyue Wang
Adobe PDF(7005Kb) | 收藏 | 浏览/下载：62/16 | 提交时间：2023/05/05 |
| 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：252/67 | 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) |
| Position Encoding Based Convolutional Neural Networks for Machine Remaining Useful Life Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1427-1439
作者: Ruibing Jin; Min Wu; Keyu Wu; Kaizhou Gao; Zhenghua Chen; Xiaoli Li
Adobe PDF(4588Kb) | 收藏 | 浏览/下载：194/42 | 提交时间：2022/08/01
Convolutional neural network (CNN) deep learning position encoding remaining useful life prediction |
| Cyberbullying and Cyberviolence Detection: A Triangular User-Activity-Content View 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1384-1405
作者: Shuwen Wang; Xingquan Zhu; Weiping Ding; Amir Alipour Yengejeh
Adobe PDF(10999Kb) | 收藏 | 浏览/下载：158/18 | 提交时间：2022/08/01
Classification clustering cyberbullying natural language processing social network |
| Networked Knowledge and Complex Networks: An Engineering View 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1366-1383
作者: Jinhu Lü; Guanghui Wen; Ruqian Lu; Yong Wang; Songmao Zhang
Adobe PDF(1876Kb) | 收藏 | 浏览/下载：160/25 | 提交时间：2022/08/01
Complex network knowledge graph networked knowledge neural network |
| Visuals to Text: A Comprehensive Review on Automatic Image Captioning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1339-1365
作者: Yue Ming; Nannan Hu; Chunxiao Fan; Fan Feng; Jiangwan Zhou; Hui Yu
Adobe PDF(56128Kb) | 收藏 | 浏览/下载：172/21 | 提交时间：2022/08/01
Artificial intelligence attention mechanism encoder-decoder framework image captioning multi-modal understanding training strategies |
| A Visual-Based Gesture Prediction Framework Applied in Social Robots 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 510-519
作者: Bixiao Wu; Junpei Zhong; Chenguang Yang
 Adobe PDF(37924Kb) | 收藏 | 浏览/下载：199/50 | 提交时间：2022/03/09
Finger-guessing game gesture prediction human-robot interaction long-short time memory recurrent neural network (LSTM-RNN) social robot |
| Deep Learning Based Attack Detection for Cyber-Physical System Cybersecurity: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 377-391
作者: Jun Zhang; Lei Pan; Qing-Long Han; Chao Chen; Sheng Wen; Yang Xiang
Adobe PDF(2314Kb) | 收藏 | 浏览/下载：236/46 | 提交时间：2022/03/09
Cyber-physical system cybersecurity deep learning intrusion detection pattern classification |
| Human-Swarm-Teaming Transparency and Trust Architecture 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1281-1295
作者: Adam J. Hepworth; Daniel P. Baxter; Aya Hussein; Kate J. Yaxley; Essam Debie; Hussein A. Abbass
Adobe PDF(2092Kb) | 收藏 | 浏览/下载：277/97 | 提交时间：2021/06/11
Artificial intelligence explainability human-swarm teaming (HST) interpretability predictability swarm shepherding transparency |
