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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
浏览  |  Adobe PDF(2175Kb)  |  收藏  |  浏览/下载：149/41  |  提交时间：2021/03/11
Artificial intelligence (AI)  autonomous vehicles (AVs)  deep learning (DL)  motion planning  perception  self-driving  
Evaluating Group Formation in Virtual Communities 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1003-1015
作者:  Giancarlo Fortino;  Antonio Liotta;  Fabrizio Messina;  Domenico Rosaci;  Giuseppe M. L. Sarnè
浏览  |  Adobe PDF(1981Kb)  |  收藏  |  浏览/下载：116/29  |  提交时间：2021/03/11
Group formation  helpfulness  online social communities  reputation  trust  
Resilient Fault Diagnosis Under Imperfect Observations–A Need for Industry 4.0 Era 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1279-1288
作者:  Alejandro White;  Ali Karimoddini;  Mohammad Karimadini
浏览  |  Adobe PDF(6170Kb)  |  收藏  |  浏览/下载：151/61  |  提交时间：2021/03/11
Cyber-physical systems  discrete event systems  fault diagnosis  imperfect communication  imperfect observation  Industry 4.0  resilience  
A Computational Model for Measuring Trust in Mobile Social Networks Using Fuzzy Logic 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 812-821
作者:  Farzam Matinfar
浏览  |  Adobe PDF(696Kb)  |  收藏  |  浏览/下载：683/531  |  提交时间：2021/02/22
Trust  fuzzy clustering  mobile social networks  trust calculation model  fuzzy logic.  
Adversarial Attacks and Defenses in Images, Graphs and Text: A Review 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 151-178
作者:  Han Xu;  Yao Ma;  Hao-Chen Liu;  Debayan Deb;  Hui Liu;  Ji-Liang Tang;  Anil K. Jain
Adobe PDF(2155Kb)  |  收藏  |  浏览/下载：209/61  |  提交时间：2021/02/22
Adversarial example  model safety  robustness  defenses  deep learning.  
Automatic “Ground Truth” Annotation and Industrial Workpiece Dataset Generation for Deep Learning 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 4, 页码: 539-550
作者:  Fu-Qiang Liu;  Zong-Yi Wang
Adobe PDF(1144Kb)  |  收藏  |  浏览/下载：141/49  |  提交时间：2021/02/22
Deep learning  dataset generation  automatic annotation  neural networks  industrial workpiece dataset.  
Item Response Theory Based Ensemble in Machine Learning 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 621-636
作者:  Ziheng Chen;  Hongshik Ahn
Adobe PDF(1163Kb)  |  收藏  |  浏览/下载：169/87  |  提交时间：2021/02/22
Classification  ensemble learning  item response theory  machine learning  expectation maximization (EM) algorithm.  
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：143/58  |  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  
Urban Sensing Based on Mobile Phone Data: Approaches, Applications, and Challenges 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 627-637
作者:  Mohammadhossein Ghahramani;  MengChu Zhou;  Gang Wang
Adobe PDF(3738Kb)  |  收藏  |  浏览/下载：129/33  |  提交时间：2021/03/11
Big data analysis  human mobility  origin destination matrices  smart infrastructure  urban planning  
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：186/51  |  提交时间：2021/03/11
Convolutional neural networks (CNNs)  ensemble of CNNs  financial forecasting  Gramian angular fields (GAF) imaging