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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:164/42  |  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
浏览  |   Adobe PDF(8152Kb)  |   收藏  |  浏览/下载:126/40  |  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
浏览  |   Adobe PDF(5292Kb)  |   收藏  |  浏览/下载:163/63  |  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 |
| 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
浏览  |   Adobe PDF(51640Kb)  |   收藏  |  浏览/下载:93/15  |  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![](/image/person.jpg)
浏览  |   Adobe PDF(4887Kb)  |   收藏  |  浏览/下载:225/40  |  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
浏览  |   Adobe PDF(958Kb)  |   收藏  |  浏览/下载:111/55  |  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
浏览  |   Adobe PDF(2294Kb)  |   收藏  |  浏览/下载:150/58  |  提交时间:2021/03/11 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:181/46  |  提交时间:2021/03/11 Big data analytics BDA pipeline BDA technology stack lambda architecture python systematic literature review telecommunications |
| Study on Statistical Outlier Detection and Labelling 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 788-811 作者: Paweł D. Domański
浏览  |   Adobe PDF(3534Kb)  |   收藏  |  浏览/下载:189/77  |  提交时间:2021/02/22 Outlier detection control loop quality statistical analysis robust estimation heavy tails. |
| A Survey on Fault Diagnosis and Fault Tolerant Methodologies for Permanent Magnet Synchronous Machines 期刊论文 International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 763-787 作者: Erphan A. Bhuiyan; Md. Maeenul Azad Akhand; Sajal K. Das; Md. F. Ali; Z. Tasneem; Md. R. Islam; D. K. Saha; Faisal R. Badal; Md. H. Ahamed; S. I. Moyeen
浏览  |   Adobe PDF(2346Kb)  |   收藏  |  浏览/下载:227/86  |  提交时间:2021/02/22 Permanent magnet synchronous machine (PMSM) fault diagnosis fault tolerant control system (FTCS) fault detection stability. |