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Face Anti-Spoofing by Learning Polarization Cues in a Real-World Scenario 会议论文
, Chengdu, China, November 13 - 15, 2020
作者:  Tian, Yu;  Zhang, Kunbo;  Wang, Leyuan;  Sun, Zhenan
Adobe PDF(3838Kb)  |  收藏  |  浏览/下载：231/52  |  提交时间：2021/10/08
Spatio-Temporal Graph Structure Learning for Traffic Forecasting 会议论文
, New York, USA, 2020-02
作者:  Zhang Qi;  Chang Jianlong;  Meng Gaofeng;  Xiang Shiming;  Pan Chunhong
Adobe PDF(541Kb)  |  收藏  |  浏览/下载：246/55  |  提交时间：2021/05/31
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：173/62  |  提交时间：2021/03/11
Echo state Gaussian process  model predictive control  neural network  pneumatic muscle actuators-driven exoskeleton  
A Novel MDFA-MKECA Method With Application to Industrial Batch Process Monitoring 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1438-1446
作者:  Yinghua Yang;  Xiang Shi;  Xiaozhi Liu;  Hongru Li
浏览  |  Adobe PDF(1848Kb)  |  收藏  |  浏览/下载：175/54  |  提交时间：2021/03/11
MDFA  MKECA  process monitoring  reheating furnace  statistical features  thermodynamics entropy feature  
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：177/49  |  提交时间：2021/03/11
Industrial time series  kernel dynamic Bayesian networks (KDBN)  prediction intervals (PIs)  variational inference  
Major Development Under Gaussian Filtering Since Unscented Kalman Filter 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1308-1325
作者:  Abhinoy Kumar Singh
浏览  |  Adobe PDF(1572Kb)  |  收藏  |  浏览/下载：182/49  |  提交时间：2021/03/11
Bayesian framework  cubature rule-based filtering  Gaussian filters  Gaussian sum and square-root filtering  nonlinear filtering  quadrature rule-based filtering  unscented transformation  
C-Vine Pair Copula Based Wind Power Correlation Modelling in Probabilistic Small Signal Stability Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1154-1160
作者:  Jin Xu;  Wei Wu;  Keyou Wang;  Guojie Li
浏览  |  Adobe PDF(9786Kb)  |  收藏  |  浏览/下载：137/36  |  提交时间：2021/03/11
Monte Carlo simulation  pair copula  small signal stability  wind power correlation  
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：181/71  |  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  
Locally Linear Back-propagation Based Contribution for Nonlinear Process Fault Diagnosis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 764-775
作者:  Jinchuan Qian;  Li Jiang;  Zhihuan Song
浏览  |  Adobe PDF(1474Kb)  |  收藏  |  浏览/下载：184/50  |  提交时间：2021/03/11
Auto-encoder (AE)  deep learning  fault diagnosis  locally linear model  nonlinear process  reconstruction based contribution (RBC)  
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：211/60  |  提交时间：2021/03/11
Convolutional neural networks (CNNs)  ensemble of CNNs  financial forecasting  Gramian angular fields (GAF) imaging