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Parallel Factories for Smart Industrial Operations: From Big AI Models to Field Foundational Models and Scenarios Engineering 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2079-2086
作者:  Jingwei Lu;  Xingxia Wang;  Xiang Cheng;  Jing Yang;  Oliver Kwan;  Xiao Wang
Adobe PDF(580Kb)  |  收藏  |  浏览/下载：190/65  |  提交时间：2022/12/02
Cyber-physical-social system (CPSS)  Industry 5.0  Metaverses  Parallel factories  Parallel intelligence  
A Bi-population Cooperative Optimization Algorithm Assisted by an Autoencoder for Medium-scale Expensive Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1952-1966
作者:  Meiji Cui;  Li Li;  MengChu Zhou;  Jiankai Li;  Abdullah Abusorrah;  Khaled Sedraoui
Adobe PDF(4431Kb)  |  收藏  |  浏览/下载：206/41  |  提交时间：2022/10/09
Autoencoder  dimension reduction  evolutionary algorithm  medium-scale expensive problems  teaching-learning-based optimization  
Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626
作者:  Yixin Wang;  Shuang Qiu;  Dan Li;  Changde Du;  Bao-Liang Lu;  Huiguang He
Adobe PDF(1908Kb)  |  收藏  |  浏览/下载：280/65  |  提交时间：2022/08/19
Cycle-consistency  domain adaptation  electroencephalograph (EEG)  multi modality  variational autoencoder  
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：152/16  |  提交时间：2022/08/01
Classification  clustering  cyberbullying  natural language processing  social network  
Meta Ordinal Regression Forest for Medical Image Classification With Ordinal Labels 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1233-1247
作者:  Yiming Lei;  Haiping Zhu;  Junping Zhang;  Hongming Shan
Adobe PDF(2123Kb)  |  收藏  |  浏览/下载：226/49  |  提交时间：2022/06/27
Convolutional neural network (CNNs)  medical image classification  meta-learning  ordinal regression  random forest  
Towards Long Lifetime Battery: AI-Based Manufacturing and Management 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1139-1165
作者:  Kailong Liu;  Zhongbao Wei;  Chenghui Zhang;  Yunlong Shang;  Remus Teodorescu;  Qing-Long Han
Adobe PDF(10020Kb)  |  收藏  |  浏览/下载：179/30  |  提交时间：2022/06/27
Artificial intelligence  battery health management  battery life diagnostic  battery manufacturing  smart battery  
A Survey of Cyber Attacks on Cyber Physical Systems: Recent Advances and Challenges 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 784-800
作者:  Wenli Duo;  MengChu Zhou;  Abdullah Abusorrah
Adobe PDF(1322Kb)  |  收藏  |  浏览/下载：157/33  |  提交时间：2022/04/24
Attack detection  attack strategy  cyber attack  cyber physical system (CPS)  secure control  
Knowledge Learning With Crowdsourcing: A Brief Review and Systematic Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 749-762
作者:  Jing Zhang
Adobe PDF(1291Kb)  |  收藏  |  浏览/下载：151/31  |  提交时间：2022/04/24
Crowdsourcing  data fusion  learning from crowds  learning paradigms  learning with uncertainty  
A Feature Weighted Mixed Naive Bayes Model for Monitoring Anomalies in the Fan System of a Thermal Power Plant 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 719-727
作者:  Min Wang, Li Sheng, Donghua Zhou, Maoyin Chen
Adobe PDF(1201Kb)  |  收藏  |  浏览/下载：238/51  |  提交时间：2022/03/09
Abnormality monitoring,continuous variables,feature weighted mixed naive Bayes model (FWMNBM),two-valued variables,thermal power plant  
Continuous-Time Prediction of Industrial Paste Thickener System With Differential ODE-Net 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 686-698
作者:  Zhaolin Yuan, Xiaorui Li, Di Wu, Xiaojuan Ban, Nai-Qi Wu, Hong-Ning Dai, Hao Wang
Adobe PDF(5424Kb)  |  收藏  |  浏览/下载：245/87  |  提交时间：2022/03/09
Industrial 24 paste thickener,ordinary differential equation (ODE)-net,recurrent neural network,time series prediction