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| A Novel Product Remaining Useful Life Prediction Approach Considering Fault Effects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1762-1773
作者: Jingdong Lin; Zheng Lin; Guobo Liao; Hongpeng Yin
 Adobe PDF(1378Kb) |  收藏 | 浏览/下载：166/57 | 提交时间：2021/09/03
Degradation process fault effects fault occurrence moment (FOM) performance characteristic (PC) remaining useful life (RUL) |
| 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：130/22 | 提交时间：2021/09/03
Attention U-Net connection encoder-decoder architecture facial attribute editing multi-attention mechanism |
| Contrastive Self-supervised Representation Learning Using Synthetic Data 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 556-567
作者: Dong-Yu She; Kun Xu
Adobe PDF(993Kb) | 收藏 | 浏览/下载：209/53 | 提交时间：2021/07/20
Self-supervised learning contrastive learning synthetic image convolutional neural network representation learning |
| Learning Convex Optimization Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1355-1364
作者: Akshay Agrawal; Shane Barratt; Stephen Boyd
Adobe PDF(1593Kb) | 收藏 | 浏览/下载：195/58 | 提交时间：2021/06/11
Convex optimization differentiable optimization machine learning |
| 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：179/67 | 提交时间：2021/06/11
Cognitive computing density estimation memory visual analysis systems visual anomaly detection |
| Lightweight Image Super-Resolution via Weighted Multi-Scale Residual Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1271-1280
作者: Long Sun; Zhenbing Liu; Xiyan Sun; Licheng Liu; Rushi Lan; Xiaonan Luo
Adobe PDF(9334Kb) | 收藏 | 浏览/下载：162/35 | 提交时间：2021/06/11
Convolutional neural network (CNN) lightweight framework multi-scale super-resolution |
| 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：223/57 | 提交时间：2021/06/11
Advanced driver assistance systems (ADAS) data analysis electroencephalography (EEG) intelligent vehicles machine learning algorithms neural network |
| A Novel Rolling Bearing Vibration Impulsive Signals Detection Approach Based on Dictionary Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1188-1198
作者: Chuan Sun; Hongpeng Yin; Yanxia Li; Yi Chai
Adobe PDF(2639Kb) | 收藏 | 浏览/下载：200/49 | 提交时间：2021/06/11
Dictionary learning impulsive signals detection K-clustering with singular value decomposition (K-SVD) minimum entropy deconvolution rolling bearing signal processing |
| 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：284/94 | 提交时间：2021/04/09
Data clustering dimension reduction image registration non-negative matrix factorization (NMF) total variation (TV) |
| 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：170/35 | 提交时间：2021/04/09
Fuzzy C-Means image segmentation mixed or unknown noise residual-driven weighted regularization |
