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Variational Inference Based Kernel Dynamic Bayesian Networks for Construction of Prediction Intervals for Industrial Time Series With Incomplete Input 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1429-1437
作者:  Long Chen;  Linqing Wang;  Zhongyang Han;  Jun Zhao;  Wei Wang
浏览  |  Adobe PDF(1543Kb)  |  收藏  |  浏览/下载：152/39  |  提交时间：2021/03/11
Industrial time series  kernel dynamic Bayesian networks (KDBN)  prediction intervals (PIs)  variational inference  
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
Adobe PDF(8152Kb)  |  收藏  |  浏览/下载：114/37  |  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  
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
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Artificial intelligence (AI)  cyber physical systems  feature selection  genetic algorithms (GA)  industrial internet of things (IIOT)  machine learning  neural network (NN)  smart manufacturing  
Which is the Best PID Variant for Pneumatic Soft Robots? An Experimental Study 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 451-460
作者:  Ameer Hamza Khan;  Zili Shao;  Shuai Li;  Qixin Wang;  Nan Guan
Adobe PDF(51640Kb)  |  收藏  |  浏览/下载：89/15  |  提交时间：2021/03/11
Automatic tuning algorithm  model-free control  PID  soft robotics  
A Hyper-Heuristic Framework for Lifetime Maximization in Wireless Sensor Networks With A Mobile Sink 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 223-236
作者:  Jinghui Zhong;  Zhixing Huang;  Liang Feng;  Wan Du;  Ying Li
Adobe PDF(4887Kb)  |  收藏  |  浏览/下载：214/39  |  提交时间：2021/03/11
Genetic programming  hyper-heuristics  static and dynamic networks  wireless sensor networks (WSNs)  
Fractionally Delayed Kalman Filter 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 169-177
作者:  Abhinoy Kumar Singh
Adobe PDF(958Kb)  |  收藏  |  浏览/下载：105/53  |  提交时间：2021/03/11
Gaussian likelihood  Kalman filter  optimal Kalman gain  randomly delayed measurements  
Memory Analysis for Memristors and Memristive Recurrent Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 96-105
作者:  Gang Bao;  Yide Zhang;  Zhigang Zeng
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Dopant drift  memory  memristive neural networks  memristor  
Big Data Analytics in Telecommunications: Literature Review and Architecture Recommendations 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 18-38
作者:  Hira Zahid;  Tariq Mahmood;  Ahsan Morshed;  Timos Sellis
浏览  |  Adobe PDF(11375Kb)  |  收藏  |  浏览/下载：171/43  |  提交时间：2021/03/11
Big data analytics  BDA pipeline  BDA technology stack  lambda architecture  python  systematic literature review  telecommunications