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| A Behavioral Authentication Method for Mobile Based on Browsing Behaviors 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1528-1541 作者: Dongxiang Chen; Zhijun Ding; Chungang Yan; Mimi Wang
浏览  |   Adobe PDF(6418Kb)  |   收藏  |  浏览/下载:141/50  |  提交时间:2021/03/11 Behavioral authentication browsing behaviors mobile device multiple factors |
| Neural-Network-Based Nonlinear Model Predictive Tracking Control of a Pneumatic Muscle Actuator-Driven Exoskeleton 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1478-1488 作者: Yu Cao; Jian Huang![](/image/person.jpg)
浏览  |   Adobe PDF(9613Kb)  |   收藏  |  浏览/下载:166/59  |  提交时间:2021/03/11 Echo state Gaussian process model predictive control neural network pneumatic muscle actuators-driven exoskeleton |
| Learning a Deep Predictive Coding Network for a Semi-Supervised 3D-Hand Pose Estimation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1371-1379 作者: Jamal Banzi; Isack Bulugu; Zhongfu Ye
浏览  |   Adobe PDF(8152Kb)  |   收藏  |  浏览/下载:135/43  |  提交时间:2021/03/11 Convolutional neural networks deep learning hand pose estimation human-machine interaction predictive coding recurrent neural networks unsupervised learning |
| Study on the Driving Style Adaptive Vehicle Longitudinal Control Strategy 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1107-1115 作者: Jing Huang; Yimin Chen; Xiaoyan Peng; Lin Hu; Dongpu Cao
浏览  |   Adobe PDF(1809Kb)  |   收藏  |  浏览/下载:159/53  |  提交时间:2021/03/11 Adaptive cruise control collision avoidance driving simulator experiment driving style fusion control |
| AI-Based Modeling and Data-Driven Evaluation for Smart Manufacturing Processes 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1026-1037 作者: Mohammadhossein Ghahramani; Yan Qiao; MengChu Zhou; Adrian O’Hagan; James Sweeney
浏览  |   Adobe PDF(5292Kb)  |   收藏  |  浏览/下载:172/67  |  提交时间:2021/03/11 Artificial intelligence (AI) cyber physical systems feature selection genetic algorithms (GA) industrial internet of things (IIOT) machine learning neural network (NN) smart manufacturing |
| Concrete Defects Inspection and 3D Mapping Using CityFlyer Quadrotor Robot 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 991-1002 作者: Liang Yang; Bing Li; Wei Li; Howard Brand; Biao Jiang; Jizhong Xiao
浏览  |   Adobe PDF(59427Kb)  |   收藏  |  浏览/下载:155/33  |  提交时间:2021/03/11 3D reconstruction concrete inspection deep neural network quadrotor flying robot visual-inertial fusion |
| A Spatial-Temporal Attention Model forHuman Trajectory Prediction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 965-974 作者: Xiaodong Zhao; Yaran Chen ; Jin Guo; Dongbin Zhao![](/image/person.jpg)
Adobe PDF(42191Kb)  |   收藏  |  浏览/下载:139/31  |  提交时间:2021/03/11 Attention mechanism long-short term memory (LSTM) spatial-temporal model trajectory prediction |
| A Real-Time and Ubiquitous Network Attack Detection Based on Deep Belief Network and Support Vector Machine 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 790-799 作者: Hao Zhang; Yongdan Li; Zhihan Lv; Arun Kumar Sangaiah; Tao Huang
浏览  |   Adobe PDF(3055Kb)  |   收藏  |  浏览/下载:233/57  |  提交时间:2021/03/11 Deep belief network (DBN) flow calculation frequent pattern intrusion detection sliding window support vector machine (SVM) |
| Road Safety Performance Function Analysis With Visual Feature Importance of Deep Neural Nets 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 735-744 作者: Guangyuan Pan; Liping Fu; Qili Chen; Ming Yu; Matthew Muresan
浏览  |   Adobe PDF(5371Kb)  |   收藏  |  浏览/下载:190/40  |  提交时间:2021/03/11 Deep learning deep neural network (DNN) feature importance road safety performance function |
| Deep Learning and Time Series-to-Image Encoding for Financial Forecasting 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 683-693 作者: Silvio Barra; Salvatore Mario Carta; Andrea Corriga; Alessandro Sebastian Podda; Diego Reforgiato Recupero
浏览  |   Adobe PDF(6935Kb)  |   收藏  |  浏览/下载:207/57  |  提交时间:2021/03/11 Convolutional neural networks (CNNs) ensemble of CNNs financial forecasting Gramian angular fields (GAF) imaging |