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Artificial Intelligence Applications in the Development of Autonomous Vehicles: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 315-329
作者:  Yifang Ma;  Zhenyu Wang;  Hong Yang;  Lin Yang
Adobe PDF(2175Kb)  |  收藏  |  浏览/下载：143/41  |  提交时间：2021/03/11
Artificial intelligence (AI)  autonomous vehicles (AVs)  deep learning (DL)  motion planning  perception  self-driving  
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
Adobe PDF(5292Kb)  |  收藏  |  浏览/下载：136/53  |  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  
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
Adobe PDF(6935Kb)  |  收藏  |  浏览/下载：181/49  |  提交时间：2021/03/11
Convolutional neural networks (CNNs)  ensemble of CNNs  financial forecasting  Gramian angular fields (GAF) imaging  
Understanding Nonverbal Communication Cues of Human Personality Traits in Human-Robot Interaction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1465-1477
作者:  Zhihao Shen;  Armagan Elibol;  Nak Young Chong
浏览  |  Adobe PDF(5737Kb)  |  收藏  |  浏览/下载：120/42  |  提交时间：2021/03/11
Human-robot interaction  machine learning  nonverbal communication cues  personality traits  
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：158/34  |  提交时间：2021/03/11
Deep learning  deep neural network (DNN)  feature importance  road safety performance function  
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：98/31  |  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  
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
浏览  |  Adobe PDF(42191Kb)  |  收藏  |  浏览/下载：108/29  |  提交时间：2021/03/11
Attention mechanism  long-short term memory (LSTM)  spatial-temporal model  trajectory prediction  
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：123/31  |  提交时间：2021/03/11
3D reconstruction  concrete inspection  deep neural network  quadrotor flying robot  visual-inertial fusion  
Deep Imitation Learning for Autonomous Vehicles Based on Convolutional Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 82-95
作者:  Parham M. Kebria;  Abbas Khosravi;  Syed Moshfeq Salaken;  Saeid Nahavandi
浏览  |  Adobe PDF(7717Kb)  |  收藏  |  浏览/下载：118/32  |  提交时间：2021/03/11
Autonomous vehicles  convolutional neural networks  deep learning  imitation learning