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A New Safety Assessment Method Based on Belief Rule Base With Attribute Reliability 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1774-1785
作者:  Zhichao Feng;  Wei He;  Zhijie Zhou;  Xiaojun Ban;  Changhua Hu;  Xiaoxia Han
Adobe PDF(6041Kb)  |  收藏  |  浏览/下载：130/44  |  提交时间：2021/09/03
Belief rule base (BRB)  belief rule reduction  reliability  safety assessment  structure adjustment  
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：142/51  |  提交时间：2021/09/03
Hierarchical control  hierarchical reinforcement learning  option  sparse reward  sub-goal  
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：188/47  |  提交时间：2021/09/03
Blockchain  COVID-19  healthcare  privacy  SARS-CoV-2  security  
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：165/61  |  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  
Towards Collaborative Robotics in Top View Surveillance: A Framework for Multiple Object Tracking by Detection Using Deep Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1253-1270
作者:  Imran Ahmed;  Sadia Din;  Gwanggil Jeon;  Francesco Piccialli;  Giancarlo Fortino
Adobe PDF(69436Kb)  |  收藏  |  浏览/下载：178/20  |  提交时间：2021/06/11
Collaborative robotics  deep learning  object detection and tracking  top view  video surveillance  
Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
作者:  Dezhen Xiong;  Daohui Zhang;  Xingang Zhao;  Yiwen Zhao
Adobe PDF(3921Kb)  |  收藏  |  浏览/下载：216/41  |  提交时间：2021/04/09
Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness  
A Risk-Averse Remaining Useful Life Estimation for Predictive Maintenance 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 412-422
作者:  Chuang Chen;  Ningyun Lu;  Bin Jiang;  Cunsong Wang
Adobe PDF(1855Kb)  |  收藏  |  浏览/下载：199/70  |  提交时间：2021/04/09
Long short-term memory (LSTM) network  predictive maintenance  remaining useful life (RUL) estimation  risk-averse adaptation  support vector regression (SVR)  
Physical Safety and Cyber Security Analysis of Multi-Agent Systems: A Survey of Recent Advances 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 319-333
作者:  Dan Zhang;  Gang Feng;  Yang Shi;  Dipti Srinivasan
Adobe PDF(2199Kb)  |  收藏  |  浏览/下载：245/52  |  提交时间：2021/04/09
Consensus  deception attack  deny-of-service (DoS) attack  fault detection  fault estimation  fault tolerant control  multi-agent systems  
Multiagent Reinforcement Learning:Rollout and Policy Iteration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 249-272
作者:  Dimitri Bertsekas
Adobe PDF(2312Kb)  |  收藏  |  浏览/下载：165/39  |  提交时间：2021/04/09
Dynamic programming  multiagent problems  neuro-dynamic programming  policy iteration  reinforcement learning, rollout  
A Novel Automatic Classification System Based on Hybrid Unsupervised and Supervised Machine Learning for Electrospun Nanofibers 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 64-76
作者:  Cosimo Ieracitano;  Annunziata Paviglianiti;  Maurizio Campolo;  Amir Hussain;  Eros Pasero;  Francesco Carlo Morabito
Adobe PDF(5488Kb)  |  收藏  |  浏览/下载：263/63  |  提交时间：2021/04/09
Anomaly detection  autoencoder (AE)  electrospinning  machine learning  material informatics  nanomaterials