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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：127/39  |  提交时间：2021/09/03
Graph coarsening  gridding  node classification  random walk  variational convolution  
MU-GAN: Facial Attribute Editing Based on Multi-Attention Mechanism 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1614-1626
作者:  Ke Zhang;  Yukun Su;  Xiwang Guo;  Liang Qi;  Zhenbing Zhao
Adobe PDF(13892Kb)  |  收藏  |  浏览/下载：103/16  |  提交时间：2021/09/03
Attention U-Net connection  encoder-decoder architecture  facial attribute editing  multi-attention mechanism  
Adaptive Attitude Control for Multi-MUAV Systems With Output Dead-Zone and Actuator Fault 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1567-1575
作者:  Guowei Dong;  Liang Cao;  Deyin Yao;  Hongyi Li;  Renquan Lu
Adobe PDF(5912Kb)  |  收藏  |  浏览/下载：159/43  |  提交时间：2021/09/03
Disturbance observer  fault-tolerant control (FTC)  multi multi-rotor unmanned aerial vehicle (multi-MUAV) attitude systems  neural networks (NNs)  output dead-zone  
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：128/42  |  提交时间：2021/09/03
Adversarial machine learning  deep learning  multivariate time series  perturbation methods  
Distributed MPC for Reconfigurable Architecture Systems via Alternating Direction Method of Multipliers 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1336-1344
作者:  Ting Bai;  Shaoyuan Li;  Yuanyuan Zou
Adobe PDF(1936Kb)  |  收藏  |  浏览/下载：157/48  |  提交时间：2021/06/11
Alternating direction method of multipliers (ADMM) algorithm  distributed control  model predictive control (MPC)  reconfigurable architecture systems  
A Fully Distributed Approach to Optimal Energy Scheduling of Users and Generators Considering a Novel Combined Neurodynamic Algorithm in Smart Grid 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1325-1335
作者:  Chentao Xu;  Xing He
Adobe PDF(3412Kb)  |  收藏  |  浏览/下载：120/38  |  提交时间：2021/06/11
Differential evolution algorithm  distributed algorithm  electric vehicle  neural network  zero-one variable  
A Cognitive Memory-Augmented Network for Visual Anomaly Detection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1296-1307
作者:  Tian Wang;  Xing Xu;  Fumin Shen;  Yang Yang
Adobe PDF(6796Kb)  |  收藏  |  浏览/下载：162/56  |  提交时间：2021/06/11
Cognitive computing  density estimation  memory  visual analysis systems  visual anomaly detection  
A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1222-1242
作者:  Ce Zhang;  Azim Eskandarian
Adobe PDF(42044Kb)  |  收藏  |  浏览/下载：205/56  |  提交时间：2021/06/11
Advanced driver assistance systems (ADAS)  data analysis  electroencephalography (EEG)  intelligent vehicles  machine learning algorithms  neural network  
CurveNet: Curvature-Based Multitask Learning Deep Networks for 3D Object Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1177-1187
作者:  A. A. M. Muzahid;  Wanggen Wan;  Ferdous Sohel;  Lianyao Wu;  Li Hou
Adobe PDF(3792Kb)  |  收藏  |  浏览/下载：154/28  |  提交时间：2021/06/11
3D shape analysis  convolutional neural network  DNNs  object classification  volumetric CNN  
Predicting Lung Cancers Using Epidemiological Data: A Generative-Discriminative Framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1067-1078
作者:  Jinpeng Li;  Yaling Tao;  Ting Cai
Adobe PDF(915Kb)  |  收藏  |  浏览/下载：121/21  |  提交时间：2021/04/09
Cancer prevention  discriminative model  generative model  lung cancer  machine learning