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Collective Entity Alignment for Knowledge Fusion of Power Grid Dispatching Knowledge Graphs 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 9, 期号: 11, 页码: 1-15
作者:  Yang, Linyao;  Lv, Chen;  Wang, Xiao;  Qiao, Ji;  Ding, Weiping;  Zhang, Jun;  Wang, Fei-Yue
Adobe PDF(1600Kb)  |  收藏  |  浏览/下载：213/28  |  提交时间：2022/06/15
entity alignment  integer programming  knowledge fusion  knowledge graph embedding  power dispatch  
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：147/43  |  提交时间：2021/09/03
Graph coarsening  gridding  node classification  random walk  variational convolution  
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：152/46  |  提交时间：2021/09/03
Adversarial machine learning  deep learning  multivariate time series  perturbation methods  
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：164/33  |  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)  
Energy Consumption Prediction of a CNC Machining Process With Incomplete Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 987-1000
作者:  Jian Pan;  Congbo Li;  Ying Tang;  Wei Li;  Xiaoou Li
Adobe PDF(2661Kb)  |  收藏  |  浏览/下载：213/51  |  提交时间：2021/04/09
Energy consumption prediction  incomplete data  generative adversarial imputation nets (GAIN)  gene expression programming (GEP)  
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：209/39  |  提交时间：2021/04/09
Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness  
Big Data Analytics in Healthcare — A Systematic Literature Review and Roadmap for Practical Implementation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 1-22
作者:  Sohail Imran;  Tariq Mahmood;  Ahsan Morshed;  Timos Sellis
Adobe PDF(16901Kb)  |  收藏  |  浏览/下载：228/67  |  提交时间：2021/04/09
Big data analytics (BDA)  big data architecture  healthcare  NoSQL data stores  patient care  roadmap  systematic literature review