CASIA OpenIR

Browse/Search Results:  1-10 of 18 Help

Selected(0)Clear Items/Page:    Sort:
A Risk-Averse Remaining Useful Life Estimation for Predictive Maintenance 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 412-422
Authors:  Chuang Chen;  Ningyun Lu;  Bin Jiang;  Cunsong Wang
Adobe PDF(1855Kb)  |  Favorite  |  View/Download:1/0  |  Submit date:2021/04/09
Long short-term memory (LSTM) network  predictive maintenance  remaining useful life (RUL) estimation  risk-averse adaptation  support vector regression (SVR)  
Dynamic Hand Gesture Recognition Based on Short-Term Sampling Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 110-120
Authors:  Wenjin Zhang;  Jiacun Wang;  Fangping Lan
Adobe PDF(15608Kb)  |  Favorite  |  View/Download:4/1  |  Submit date:2021/04/09
Convolutional neural network (ConvNet)  hand gesture recognition  long short-term memory (LSTM) network  short-term sampling  transfer learning  
ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
Authors:  Xiurui Hou;  Kai Wang;  Cheng Zhong;  Zhi Wei
Adobe PDF(18247Kb)  |  Favorite  |  View/Download:24/5  |  Submit date:2021/04/09
Graph convolution network  long-short term memory network  stock market forecasting  variational autoencoder (VAE)  
A spatial-temporal attention model for human trajectory prediction 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 卷号: 7, 期号: 4, 页码: 965-974
Authors:  Zhao, Xiaodong;  Chen, Yaran;  Guo, Jin;  Zhao, Dongbin
Favorite  |  View/Download:10/0  |  Submit date:2020/08/03
Attention mechanism  long-short term memory (LSTM)  spatial-temporal model  trajectory prediction  
Parallel reinforcement learning-based energy efficiency improvement for a cyber-physical system 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 卷号: 7, 期号: 2, 页码: 617-626
Authors:  Liu, Teng;  Tian, Bin;  Ai, Yunfeng;  Wang, Fei-Yue
Favorite  |  View/Download:46/0  |  Submit date:2020/06/02
Bidirectional long short-term memory (LSTM) network  cyber-physical system (CPS)  energy management  parallel system  reinforcement learning (RL)  
Parallel Reinforcement Learning-Based Energy Efficiency Improvement for a Cyber-Physical System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 617-626
Authors:  Teng Liu;  Bin Tian;  Yunfeng Ai;  Fei-Yue Wang
View  |  Adobe PDF(5813Kb)  |  Favorite  |  View/Download:2/0  |  Submit date:2021/03/11
Bidirectional long short-term memory (LSTM) network  cyber-physical system (CPS)  energy management  parallel system  reinforcement learning (RL)  
A Recurrent Attention and Interaction Model for Pedestrian Trajectory Prediction 期刊论文
Journal of Automatica Sinica, 2020, 期号: *, 页码: *
Authors:  Li Xuesong;  Liu Yating;  Wang Kunfeng;  Wang Fei-Yue
View  |  Adobe PDF(5533Kb)  |  Favorite  |  View/Download:48/2  |  Submit date:2020/06/08
Trajectory prediction  recurrent attention and interaction model  Long Short-Term Memory  deep learning  
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
Authors:  Xiaodong Zhao;  Yaran Chen;  Jin Guo;  Dongbin Zhao
View  |  Adobe PDF(42191Kb)  |  Favorite  |  View/Download:1/1  |  Submit date:2021/03/11
Attention mechanism  long-short term memory (LSTM)  spatial-temporal model  trajectory prediction  
Very Short-Term Solar Generation Forecasting Based on LSTM with Temporal Attention Mechanism 会议论文
, Chengdu, China, China, 6-9 Dec. 2019
Authors:  Pan, Cheng;  Tan, Jie;  Feng, Dandan;  Li, Yi
View  |  Adobe PDF(441Kb)  |  Favorite  |  View/Download:13/3  |  Submit date:2020/09/25
photovoltaic power prediction , Long Short-Term Memory (LSTM) , attention mechanism , machine learning , partial correlation analysis  
Dense semantic embedding network for image captioning 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 90, 页码: 285-296
Authors:  Xiao, Xinyu;  Wang, Lingfeng;  Ding, Kun;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:109/0  |  Submit date:2019/04/23
Image captioning  Retrieval  High-level semantic information  Visual concept  Densely embedding  Long short-term memory