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| Fault Classification for On-board Equipment of High-speed Railway Based on Attention Capsule Network 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 814-825
作者: Lu-Jie Zhou; Jian-Wu Dang; Zhen-Hai Zhan
 Adobe PDF(1208Kb) |  收藏 | 浏览/下载：269/64 | 提交时间：2021/09/13
On-board equipment fault classification capsule network attention mechanism focal loss |
| Energy-Efficient Optimal Guaranteed Cost Intermittent-Switch Control of a Direct Expansion Air Conditioning System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1852-1866
作者: Jun Mei; Zhenyu Lu; Junhao Hu; Yuling Fan
Adobe PDF(1768Kb) | 收藏 | 浏览/下载：140/60 | 提交时间：2021/09/03
Energy efficiency hierarchical control open loop optimal control optimal guaranteed cost periodically intermittent-switch control |
| 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：151/44 | 提交时间：2021/09/03
Graph coarsening gridding node classification random walk variational convolution |
| 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：154/47 | 提交时间：2021/09/03
Adversarial machine learning deep learning multivariate time series perturbation methods |
| Evolutionary Computation in Social Propagation over Complex Networks: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 503-520
作者: Tian-Fang Zhao; Wei-Neng Chen; Xin-Xin Ma; Xiao-Kun Wu
Adobe PDF(1283Kb) | 收藏 | 浏览/下载：177/52 | 提交时间：2021/07/20
Evolutionary computation complex network propagation dynamics social diffusion evolution model optimization algorithm |
| Kernel Generalization of Multi-Rate Probabilistic Principal Component Analysis for Fault Detection in Nonlinear Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1465-1476
作者: Donglei Zheng; Le Zhou; Zhihuan Song
Adobe PDF(1388Kb) | 收藏 | 浏览/下载：190/76 | 提交时间：2021/06/11
Fault detection kernel method multi-rate process probability principal component analysis (PPCA) |
| FISS GAN: A Generative Adversarial Network for Foggy Image Semantic Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1428-1439
作者: Kunhua Liu; Zihao Ye; Hongyan Guo; Dongpu Cao; Long Chen; Fei-Yue Wang
Adobe PDF(16859Kb) | 收藏 | 浏览/下载：208/33 | 提交时间：2021/06/11
Edge GAN foggy images foggy image semantic segmentation GAN semantic segmentation |
| 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：185/31 | 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：226/58 | 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：203/51 | 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 |
