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| 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 |
| 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：207/32 | 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：183/31 | 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：222/57 | 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 |
| Decoupling Adaptive Sliding Mode Observer Design for Wind Turbines Subject to Simultaneous Faults in Sensors and Actuators 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 837-847
作者: Hamed Habibi; Ian Howard; Silvio Simani; Afef Fekih
Adobe PDF(2448Kb) | 收藏 | 浏览/下载：218/60 | 提交时间：2021/04/09
Fault tolerant control horizontal axis wind turbines Monte-Carlo analysis principle of separation simultaneous faults sliding mode observer |
| 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：213/31 | 提交时间：2021/04/09
Agricultural internet of things (IoT) internet of things (IoT) smart agriculture smart farming sustainable agriculture |
| Autonomous Control Strategy of a Swarm System Under Attack Based on Projected View and Light Transmittance 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 648-655
作者: Xuejing Lan; Wenbiao Xu; Zhijia Zhao; Guiyun Liu
Adobe PDF(2918Kb) | 收藏 | 浏览/下载：211/66 | 提交时间：2021/04/09
Autonomous control light transmittance projected view swarm system |
| 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：207/39 | 提交时间：2021/04/09
Accuracy deep learning electromyography (EMG) human-machine interaction (HMI) robustness |
| Computing Paradigms in Emerging Vehicular Environments: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 491-511
作者: Lion Silva; Naercio Magaia; Breno Sousa; Anna Kobusińska; António Casimiro; Constandinos X. Mavromoustakis; George Mastorakis; Victor Hugo C. de Albuquerque
Adobe PDF(12933Kb) | 收藏 | 浏览/下载：136/24 | 提交时间：2021/04/09
Computing paradigm cloud edge fog internet of vehicle (IoV) vehicular networks |
