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| A Signal Based “W” Structural Elements for Multi-scale Mathematical Morphology Analysis and Application to Fault Diagnosis of Rolling Bearings of Wind Turbines 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 993-1006
作者: Qiang Li ; Yong-Sheng Qi; Xue-Jin Gao; Yong-Ting Li; Li-Qiang Liu
 Adobe PDF(1828Kb) |  收藏 | 浏览/下载：228/56 | 提交时间：2021/11/26
Fault diagnosis structural element multi-scale mathematical morphology rolling bearing correlation analysis |
| Fault Information Recognition for On-board Equipment of High-speed Railway Based on Multi-neural Network Collaboration 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 935-946
作者: Lu-Jie Zhou; Jian-Wu Dang; Zhen-Hai Zhang
Adobe PDF(1263Kb) | 收藏 | 浏览/下载：257/58 | 提交时间：2021/11/26
Train control system Chinese named entity recognition (NER) character feature gating mechanism bidirectional long short-term memory (BiLSTM) |
| 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：263/61 | 提交时间：2021/09/13
On-board equipment fault classification capsule network attention mechanism focal loss |
| A 2D Mapping Method Based on Virtual Laser Scans for Indoor Robots 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 747-765
作者: Xu-Yang Shao; Guo-Hui Tian; Ying Zhang
Adobe PDF(2637Kb) | 收藏 | 浏览/下载：237/52 | 提交时间：2021/09/13
2D mapping indoor robots virtual laser mapping auxiliary strategies safe navigation |
| STRNet: Triple-stream Spatiotemporal Relation Network for Action Recognition 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 718-730
作者: Zhi-Wei Xu; Xiao-Jun Wu; Josef Kittler
Adobe PDF(1129Kb) | 收藏 | 浏览/下载：213/55 | 提交时间：2021/09/13
Action recognition spatiotemporal relation multi-branch fusion long-term representation video classification |
| Toward Coordination Control of Multiple Fish-Like Robots: Real-Time Vision-Based Pose Estimation and Tracking via Deep Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 12, 页码: 1964-1976
作者: Tianhao Zhang; Jiuhong Xiao; Liang Li; Chen Wang; Guangming Xie
Adobe PDF(40902Kb) | 收藏 | 浏览/下载：131/16 | 提交时间：2021/09/03
Deep neural networks formation control multiple fish-like robots pose estimation pose tracking |
| Elastic Smart Contracts in Blockchains 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 12, 页码: 1901-1912
作者: Schahram Dustdar; Pablo Fernández; José María García; Antonio Ruiz-Cortés
Adobe PDF(7296Kb) | 收藏 | 浏览/下载：197/62 | 提交时间：2021/09/03
Blockchain elasticity Internet of Things (IoT) smart cities smart contracts virtual chains |
| A Review on Representative Swarm Intelligence Algorithms for Solving Optimization Problems: Applications and Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1627-1643
作者: Jun Tang; Gang Liu; Qingtao Pan
Adobe PDF(5712Kb) | 收藏 | 浏览/下载：152/38 | 提交时间：2021/09/03
Ant colony optimization (ACO) artificial bee colony (ABC) artificial fish swarm (AFS) bacterial foraging optimization (BFO) optimization particle swarm optimization (PSO) swarm intelligence |
| Vision Based Hand Gesture Recognition Using 3D Shape Context 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1600-1613
作者: Chen Zhu; Jianyu Yang; Zhanpeng Shao; Chunping Liu
Adobe PDF(20003Kb) | 收藏 | 浏览/下载：163/43 | 提交时间：2021/09/03
3D shape context depth map hand shape segmentation hand gesture recognition human-computer interaction |
| 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：151/46 | 提交时间：2021/09/03
Adversarial machine learning deep learning multivariate time series perturbation methods |
