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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
浏览  |  Adobe PDF(9613Kb)  |  收藏  |  浏览/下载：131/48  |  提交时间：2021/03/11
Echo state Gaussian process  model predictive control  neural network  pneumatic muscle actuators-driven exoskeleton  
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
Adobe PDF(1543Kb)  |  收藏  |  浏览/下载：143/37  |  提交时间：2021/03/11
Industrial time series  kernel dynamic Bayesian networks (KDBN)  prediction intervals (PIs)  variational inference  
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：187/52  |  提交时间：2021/03/11
Convolutional neural networks (CNNs)  ensemble of CNNs  financial forecasting  Gramian angular fields (GAF) imaging  
Scalable Distributed Sensor Fault Diagnosis for Smart Buildings 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 638-655
作者:  Panayiotis M. Papadopoulos;  Vasso Reppa;  Marios M. Polycarpou;  Christos G. Panayiotou
Adobe PDF(3218Kb)  |  收藏  |  浏览/下载：162/52  |  提交时间：2021/03/11
Building automation  fault diagnosis  fault location  smart homes  
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
浏览  |  Adobe PDF(3738Kb)  |  收藏  |  浏览/下载：132/34  |  提交时间：2021/03/11
Big data analysis  human mobility  origin destination matrices  smart infrastructure  urban planning  
Data-Driven Based Fault Prognosis for Industrial Systems: A Concise Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 330-345
作者:  Kai Zhong;  Min Han;  Bing Han
Adobe PDF(1354Kb)  |  收藏  |  浏览/下载：129/41  |  提交时间：2021/03/11
Data-driven  fault prognosis  feature extraction  industrial systems  
A Self-Organizing RBF Neural Network Based on Distance Concentration Immune Algorithm 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 276-291
作者:  Junfei Qiao;  Fei Li;  Cuili Yang;  Wenjing Li;  Ke Gu
Adobe PDF(1638Kb)  |  收藏  |  浏览/下载：164/45  |  提交时间：2021/03/11
Distance concentration immune algorithm (DCIA)  information processing strength (IPS)  radial basis function neural network (RBFNN)  
Type-2 Fuzzy Control for Driving State and Behavioral Decisions of Unmanned Vehicle 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 178-186
作者:  Xuanming Zhao;  Hong Mo;  Kefu Yan;  Lingxi Li
Adobe PDF(4151Kb)  |  收藏  |  浏览/下载：163/47  |  提交时间：2021/03/11
Fuzzy comprehensive evaluation  fuzzy control  interval type-2 fuzzy sets  unmanned vehicle  
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
Adobe PDF(11375Kb)  |  收藏  |  浏览/下载：163/41  |  提交时间：2021/03/11
Big data analytics  BDA pipeline  BDA technology stack  lambda architecture  python  systematic literature review  telecommunications