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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：271/63  |  提交时间：2022/08/19
Cycle-consistency  domain adaptation  electroencephalograph (EEG)  multi modality  variational autoencoder  
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：193/43  |  提交时间：2022/03/09
Cyber-physical system  cybersecurity  deep learning  intrusion detection  pattern classification  
A Novel Multiobjective Fireworks Algorithm and Its Applications to Imbalanced Distance Minimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1476-1489
作者:  Shoufei Han;  Kun Zhu;  MengChu Zhou;  Xiaojing Liu;  Haoyue Liu;  Yusuf Al-Turki;  Abdullah Abusorrah
Adobe PDF(2428Kb)  |  收藏  |  浏览/下载：269/67  |  提交时间：2022/08/01
Adaptive strategy  fireworks algorithm  multimodal multiobjective optimization problems (MMOP)  
Parallel Manufacturing for Industrial Metaverses: A New Paradigm in Smart Manufacturing 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2063-2070
作者:  Jing Yang;  Xiaoxing Wang;  Yandong Zhao
Adobe PDF(2163Kb)  |  收藏  |  浏览/下载：158/48  |  提交时间：2022/12/02
Parallel Manufacturing  Digital Workers  CPSS  Smart Manufacturing  Industrial Metaverses  
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：202/40  |  提交时间：2022/10/09
Autoencoder  dimension reduction  evolutionary algorithm  medium-scale expensive problems  teaching-learning-based optimization  
Target Capturing in an Ellipsoidal Region for a Swarm of Double Integrator Agents 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 801-811
作者:  Antonio Bono;  Luigi D’Alfonso;  Giuseppe Fedele;  Veysel Gazi
Adobe PDF(3471Kb)  |  收藏  |  浏览/下载：180/54  |  提交时间：2022/04/24
Agents-based systems  cooperative control  swarms  target-capturing  
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：161/21  |  提交时间：2022/08/01
Artificial intelligence  attention mechanism  encoder-decoder framework  image captioning  multi-modal understanding  training strategies  
Improving Dendritic Neuron Model With Dynamic Scale-Free Network-Based Differential Evolution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 99-110
作者:  Yang Yu;  Zhenyu Lei;  Yirui Wang;  Tengfei Zhang;  Chen Peng;  Shangce Gao
Adobe PDF(4567Kb)  |  收藏  |  浏览/下载：231/46  |  提交时间：2021/11/03
Artificial neuron networks (ANNs)  dendrite neuron network  differential evolution (DE)  scale-free network  
Cyber Security Intrusion Detection for Agriculture 4.0: Machine Learning-Based Solutions, Datasets, and Future Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 407-436
作者:  Mohamed Amine Ferrag;  Lei Shu;  Othmane Friha;  Xing Yang
Adobe PDF(23596Kb)  |  收藏  |  浏览/下载：162/13  |  提交时间：2022/03/09
Agriculture 4.0  cyber security  intrusion detection system  machine learning approaches  smart agriculture  
Energy Theft Detection in Smart Grids: Taxonomy, Comparative Analysis, Challenges, and Future Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 578-600
作者:  Mohsin Ahmed, Abid Khan, Mansoor Ahmed, Mouzna Tahir, Gwanggil Jeon, Giancarlo Fortino, Francesco Piccialli
Adobe PDF(2767Kb)  |  收藏  |  浏览/下载：178/47  |  提交时间：2022/03/09
Challenges,comparative analysis,energy theft detection,future research directions,smart grid,taxonomy