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| 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：166/52 | 提交时间：2021/03/11
MDFA MKECA process monitoring reheating furnace statistical features thermodynamics entropy feature |
| 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：132/43 | 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 |
| A Hybrid Brain-Computer Interface for Closed-Loop Position Control of a Robot Arm 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1344-1360
作者: Arnab Rakshit; Amit Konar; Atulya K. Nagar
浏览 | Adobe PDF(3027Kb) | 收藏 | 浏览/下载：143/45 | 提交时间：2021/03/11
Brain-computer interfacing (BCI) electroencephalography (EEG) Jaco robot arm motor imagery P300 steady-state visually evoked potential (SSVEP) |
| Convolutional Multi-Head Self-Attention on Memory for Aspect Sentiment Classification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1038-1044
作者: Yaojie Zhang; Bing Xu; Tiejun Zhao
浏览 | Adobe PDF(1173Kb) | 收藏 | 浏览/下载：128/52 | 提交时间：2021/03/11
Aspect sentiment classification deep learning memory network sentiment analysis (SA) |
| Concrete Defects Inspection and 3D Mapping Using CityFlyer Quadrotor Robot 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 991-1002
作者: Liang Yang; Bing Li; Wei Li; Howard Brand; Biao Jiang; Jizhong Xiao
浏览 | Adobe PDF(59427Kb) | 收藏 | 浏览/下载：154/33 | 提交时间：2021/03/11
3D reconstruction concrete inspection deep neural network quadrotor flying robot visual-inertial fusion |
| A Spatial-Temporal Attention Model forHuman Trajectory Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 965-974
作者: Xiaodong Zhao; Yaran Chen ; Jin Guo; Dongbin Zhao
浏览 | Adobe PDF(42191Kb) | 收藏 | 浏览/下载：138/31 | 提交时间：2021/03/11
Attention mechanism long-short term memory (LSTM) spatial-temporal model trajectory prediction |
| Data-based Fault Tolerant Control for Affine Nonlinear Systems Through Particle Swarm Optimized Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 954-964
作者: Haowei Lin; Bo Zhao; Derong Liu; Cesare Alippi
 Adobe PDF(2135Kb) | 收藏 | 浏览/下载：184/63 | 提交时间：2021/03/11
Adaptive dynamic programming (ADP) critic neural network data-based fault tolerant control (FTC) particle swarm optimization (PSO) |
| Latent Variable Regression for Supervised Modeling and Monitoring 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 800-811
作者: Qinqin Zhu
Adobe PDF(3023Kb) | 收藏 | 浏览/下载：112/45 | 提交时间：2021/03/11
Data analytics inferential monitoring latent variable regression regularization |
| Road Safety Performance Function Analysis With Visual Feature Importance of Deep Neural Nets 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 735-744
作者: Guangyuan Pan; Liping Fu; Qili Chen; Ming Yu; Matthew Muresan
浏览 | Adobe PDF(5371Kb) | 收藏 | 浏览/下载：189/39 | 提交时间：2021/03/11
Deep learning deep neural network (DNN) feature importance road safety performance function |
| 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：205/57 | 提交时间：2021/03/11
Convolutional neural networks (CNNs) ensemble of CNNs financial forecasting Gramian angular fields (GAF) imaging |
