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| 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：201/56 | 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：146/26 | 提交时间：2021/06/11
3D shape analysis convolutional neural network DNNs object classification volumetric CNN |
| 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：123/41 | 提交时间：2021/09/03
Adversarial machine learning deep learning multivariate time series perturbation methods |
| 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：121/37 | 提交时间：2021/09/03
Graph coarsening gridding node classification random walk variational convolution |
| An Overview of Recommendation Techniques and Their Applications in Healthcare 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 701-717
作者: Wenbin Yue; Zidong Wang; Jieyu Zhang; Xiaohui Liu
Adobe PDF(1958Kb) | 收藏 | 浏览/下载：205/47 | 提交时间：2021/04/09
Collaborative filtering (CF) content-based recommendation healthcare recommendation system (RS) |
| 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：98/14 | 提交时间：2021/09/03
Attention U-Net connection encoder-decoder architecture facial attribute editing multi-attention mechanism |
| Total Variation Constrained Non-Negative Matrix Factorization for Medical Image Registration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1025-1037
作者: Chengcai Leng; Hai Zhang; Guorong Cai; Zhen Chen; Anup Basu
Adobe PDF(1933Kb) | 收藏 | 浏览/下载：245/80 | 提交时间：2021/04/09
Data clustering dimension reduction image registration non-negative matrix factorization (NMF) total variation (TV) |
| 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：118/19 | 提交时间：2021/04/09
Cancer prevention discriminative model generative model lung cancer machine learning |
| Deep Audio-Visual Learning: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 351-376
作者: Hao Zhu; Man-Di Luo; Rui Wang; Ai-Hua Zheng; Ran He
Adobe PDF(1864Kb) | 收藏 | 浏览/下载：196/38 | 提交时间：2021/05/24
Deep audio-visual learning audio-visual separation and localization correspondence learning generative models representation learning |
| Advances in Deep Learning Methods for Visual Tracking: Literature Review and Fundamentals 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 311-333
作者: Xiao-Qin Zhang; Run-Hua Jiang; Chen-Xiang Fan; Tian-Yu Tong; Tao Wang Peng-Cheng Huang
Adobe PDF(1787Kb) | 收藏 | 浏览/下载：265/39 | 提交时间：2021/05/24
Deep learning visual tracking data-invariant data-adaptive general components |
