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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：141/41 | 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：121/19 | 提交时间：2021/09/03
Attention U-Net connection encoder-decoder architecture facial attribute editing multi-attention mechanism |
| 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：175/64 | 提交时间：2021/06/11
Cognitive computing density estimation memory visual analysis systems visual anomaly detection |
| Global-Attention-Based Neural Networks for Vision Language Intelligence 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1243-1252
作者: Pei Liu; Yingjie Zhou; Dezhong Peng; Dapeng Wu
Adobe PDF(24864Kb) | 收藏 | 浏览/下载：180/30 | 提交时间：2021/06/11
Global attention image captioning latent contribution |
| 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：218/56 | 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：171/33 | 提交时间：2021/06/11
3D shape analysis convolutional neural network DNNs object classification volumetric CNN |
| 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) |
| Internet of Things for the Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 718-752
作者: Othmane Friha; Mohamed Amine Ferrag; Lei Shu; Leandros Maglaras; Xiaochan Wang
Adobe PDF(46102Kb) | 收藏 | 浏览/下载：207/29 | 提交时间：2021/04/09
Agricultural internet of things (IoT) internet of things (IoT) smart agriculture smart farming sustainable agriculture |
| Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 565-581
作者: Shiming Liu; Yifan Xia; Zhusheng Shi; Hui Yu; Zhiqiang Li; Jianguo Lin
Adobe PDF(6784Kb) | 收藏 | 浏览/下载：248/63 | 提交时间：2021/04/09
Data-driven deep learning deep learning deep neural network (DNN) intelligent manufacturing machine learning sheet metal forming springback theory-guided deep learning theory-guided 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：202/36 | 提交时间：2021/04/09
Accuracy deep learning electromyography (EMG) human-machine interaction (HMI) robustness |
