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| Blockchain-Based Secured IPFS-Enable Event Storage Technique With Authentication Protocol in VANET 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 12, 页码: 1913-1922
作者: Sanjeev Kumar Dwivedi; Ruhul Amin; Satyanarayana Vollala
 Adobe PDF(2598Kb) |  收藏 | 浏览/下载：236/55 | 提交时间：2021/09/03
Authentication blockchain interplanetary file system (IPFS) secure information sharing security |
| A Novel Product Remaining Useful Life Prediction Approach Considering Fault Effects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1762-1773
作者: Jingdong Lin; Zheng Lin; Guobo Liao; Hongpeng Yin
Adobe PDF(1378Kb) | 收藏 | 浏览/下载：158/52 | 提交时间：2021/09/03
Degradation process fault effects fault occurrence moment (FOM) performance characteristic (PC) remaining useful life (RUL) |
| 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：140/41 | 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：131/47 | 提交时间：2021/09/03
Hierarchical control hierarchical reinforcement learning option sparse reward sub-goal |
| Vehicle Motion Prediction at Intersections Based on the Turning Intention and Prior Trajectories Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1657-1666
作者: Ting Zhang; Wenjie Song; Mengyin Fu; Yi Yang; Meiling Wang
Adobe PDF(19741Kb) | 收藏 | 浏览/下载：189/37 | 提交时间：2021/09/03
Autonomous vehicle intersection motion prediction prior trajectories model turning intention |
| 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：146/44 | 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：175/41 | 提交时间：2021/09/03
Blockchain COVID-19 healthcare privacy SARS-CoV-2 security |
| Kernel Generalization of Multi-Rate Probabilistic Principal Component Analysis for Fault Detection in Nonlinear Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1465-1476
作者: Donglei Zheng; Le Zhou; Zhihuan Song
Adobe PDF(1388Kb) | 收藏 | 浏览/下载：176/70 | 提交时间：2021/06/11
Fault detection kernel method multi-rate process probability principal component analysis (PPCA) |
| Learning Convex Optimization Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1355-1364
作者: Akshay Agrawal; Shane Barratt; Stephen Boyd
Adobe PDF(1593Kb) | 收藏 | 浏览/下载：183/52 | 提交时间：2021/06/11
Convex optimization differentiable optimization machine learning |
| Remaining Useful Life Prediction for a Roller in a Hot Strip Mill Based on Deep Recurrent Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1345-1354
作者: Ruihua Jiao; Kaixiang Peng; Jie Dong
Adobe PDF(1807Kb) | 收藏 | 浏览/下载：153/54 | 提交时间：2021/06/11
Hot strip mill prognostics and health management (PHM) recurrent neural network (RNN) remaining useful life (RUL) roller management |
