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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:136/43  |  提交时间:2021/09/03 Adversarial machine learning deep learning multivariate time series perturbation methods |
| 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:193/44  |  提交时间:2021/07/20 Self-supervised learning contrastive learning synthetic image convolutional neural network representation learning |
| Ensuring the Correctness of Regular Expressions: A Review 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 521-535 作者: Li-Xiao Zheng; Shuai Ma; Zu-Xi Chen; Xiang-Yu Luo Adobe PDF(1076Kb)  |  收藏  |  浏览/下载:125/37  |  提交时间:2021/07/20 Regular expressions correctness string generation learning static checking verification visualization, repairing |
| 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:170/61  |  提交时间:2021/06/11 Cognitive computing density estimation memory visual analysis systems visual anomaly detection |
| 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:160/28  |  提交时间:2021/06/11 3D shape analysis convolutional neural network DNNs object classification volumetric CNN |
| Research on Transfer Learning of Vision-based Gesture Recognition 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 422-431 作者: Bi-Xiao Wu; Chen-Guang Yang; Jun-Pei Zhong Adobe PDF(1688Kb)  |  收藏  |  浏览/下载:279/59  |  提交时间:2021/05/24 Transfer learning gesture recognition red-green-blue (RGB) Camera Leap Motion joint distribution adaptation (JDA) |
| 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:212/43  |  提交时间:2021/05/24 Deep audio-visual learning audio-visual separation and localization correspondence learning generative models representation learning |
| Prediction of Spatiotemporal Evolution of Urban Traffic Emissions Based on Taxi Trajectories 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 219-232 作者: Zhen-Yi Zhao; Yang Cao; Yu Kang; Zhen-Yi Xu Adobe PDF(1649Kb)  |  收藏  |  浏览/下载:138/46  |  提交时间:2021/04/22 Vehicle emission prediction spatiotemporal gragh convolution GPS trajectories motor vehicle emission simulator (MOVES) model feature sharing |
| Energy Consumption Prediction of a CNC Machining Process With Incomplete Data 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 987-1000 作者: Jian Pan; Congbo Li; Ying Tang; Wei Li; Xiaoou Li Adobe PDF(2661Kb)  |  收藏  |  浏览/下载:191/44  |  提交时间:2021/04/09 Energy consumption prediction incomplete data generative adversarial imputation nets (GAIN) gene expression programming (GEP) |
| Control of Non-Deterministic Systems With μ-Calculus Specifications Using Quotienting 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 953-970 作者: Samik Basu; Ratnesh Kumar Adobe PDF(2222Kb)  |  收藏  |  浏览/下载:112/22  |  提交时间:2021/04/09 Discrete event systems (DES) non-deterministic plant μ-calculus supervisory control |