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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:121/19  |  提交时间:2021/09/03
Attention U-Net connection  encoder-decoder architecture  facial attribute editing  multi-attention mechanism  
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:146/44  |  提交时间:2021/09/03
Adversarial machine learning  deep learning  multivariate time series  perturbation methods  
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:217/56  |  提交时间:2021/06/11
Advanced driver assistance systems (ADAS)  data analysis  electroencephalography (EEG)  intelligent vehicles  machine learning algorithms  neural network  
ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
作者:  Xiurui Hou;  Kai Wang;  Cheng Zhong;  Zhi Wei
Adobe PDF(18247Kb)  |  收藏  |  浏览/下载:178/21  |  提交时间:2021/04/09
Graph convolution network  long-short term memory network  stock market forecasting  variational autoencoder (VAE)  
Residual-driven Fuzzy C-Means Clustering for Image Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 876-889
作者:  Cong Wang;  Witold Pedrycz;  ZhiWu Li;  MengChu Zhou
Adobe PDF(7675Kb)  |  收藏  |  浏览/下载:163/32  |  提交时间:2021/04/09
Fuzzy C-Means  image segmentation  mixed or unknown noise  residual-driven  weighted regularization  
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:201/36  |  提交时间:2021/04/09
Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness  
Dynamic Hand Gesture Recognition Based on Short-Term Sampling Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 110-120
作者:  Wenjin Zhang;  Jiacun Wang;  Fangping Lan
Adobe PDF(15608Kb)  |  收藏  |  浏览/下载:196/58  |  提交时间:2021/04/09
Convolutional neural network (ConvNet)  hand gesture recognition  long short-term memory (LSTM) network  short-term sampling  transfer learning  
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:242/56  |  提交时间:2021/04/09
Anomaly detection  autoencoder (AE)  electrospinning  machine learning  material informatics  nanomaterials