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| Variational Gridded Graph Convolution Network for Node Classification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1697-1708
作者: Xiaobin Hong; Tong Zhang; Zhen Cui; Jian Yang
 Adobe PDF(2419Kb) |  收藏 | 浏览/下载：121/37 | 提交时间：2021/09/03
Graph coarsening gridding node classification random walk variational convolution |
| Hierarchical Reinforcement Learning With Automatic Sub-Goal Identification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1686-1696
作者: Chenghao Liu; Fei Zhu; Quan Liu; Yuchen Fu
Adobe PDF(5095Kb) | 收藏 | 浏览/下载：115/43 | 提交时间：2021/09/03
Hierarchical control hierarchical reinforcement learning option sparse reward sub-goal |
| Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1523-1538
作者: Samuel Harford; Fazle Karim; Houshang Darabi
 Adobe PDF(12886Kb) | 收藏 | 浏览/下载：123/41 | 提交时间：2021/09/03
Adversarial machine learning deep learning multivariate time series perturbation methods |
| Fighting COVID-19 and Future Pandemics With the Internet of Things: Security and Privacy Perspectives 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1477-1499
作者: Mohamed Amine Ferrag; Lei Shu; Kim-Kwang Raymond Choo
Adobe PDF(2997Kb) | 收藏 | 浏览/下载：149/32 | 提交时间：2021/09/03
Blockchain COVID-19 healthcare privacy SARS-CoV-2 security |
| An RGB-D Camera Based Visual Positioning System for Assistive Navigation by a Robotic Navigation Aid 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1389-1400
作者: He Zhang; Lingqiu Jin; Cang Ye
Adobe PDF(21411Kb) | 收藏 | 浏览/下载：145/30 | 提交时间：2021/06/11
Assistive navigation pose estimation robotic navigation aid (RNA) simultaneous localization and mapping visual-inertial odometry visual positioning system (VPS) |
| 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：259/89 | 提交时间：2021/06/11
Artificial intelligence explainability human-swarm teaming (HST) interpretability predictability swarm shepherding transparency |
| A Novel Rolling Bearing Vibration Impulsive Signals Detection Approach Based on Dictionary Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1188-1198
作者: Chuan Sun; Hongpeng Yin; Yanxia Li; Yi Chai
Adobe PDF(2639Kb) | 收藏 | 浏览/下载：176/41 | 提交时间：2021/06/11
Dictionary learning impulsive signals detection K-clustering with singular value decomposition (K-SVD) minimum entropy deconvolution rolling bearing signal processing |
| Predicting Lung Cancers Using Epidemiological Data: A Generative-Discriminative Framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1067-1078
作者: Jinpeng Li; Yaling Tao; Ting Cai
Adobe PDF(915Kb) | 收藏 | 浏览/下载：118/19 | 提交时间：2021/04/09
Cancer prevention discriminative model generative model lung cancer machine learning |
| ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
作者: Xiurui Hou; Kai Wang; Cheng Zhong; Zhi Wei
Adobe PDF(18247Kb) | 收藏 | 浏览/下载：155/16 | 提交时间：2021/04/09
Graph convolution network long-short term memory network stock market forecasting variational autoencoder (VAE) |
| Internet of Things for the Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 718-752
作者: Othmane Friha; Mohamed Amine Ferrag; Lei Shu; Leandros Maglaras; Xiaochan Wang
Adobe PDF(46102Kb) | 收藏 | 浏览/下载：190/29 | 提交时间：2021/04/09
Agricultural internet of things (IoT) internet of things (IoT) smart agriculture smart farming sustainable agriculture |
