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ESTNet: Embedded Spatial-Temporal Network for Modeling Traffic Flow Dynamics 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
Authors:  Luo, Guiyang;  Zhang, Hui;  Yuan, Quan;  Li, Jinglin;  Wang, Fei-Yue
Favorite  |  View/Download:21/0  |  Submit date:2022/07/25
Roads  Correlation  Feature extraction  Sensors  Deep learning  Convolution  Sensor phenomena and characterization  Traffic forecasting  graph convolutional network  spatial-temporal networks  
Cross-Domain Person Re-Identification Using Heterogeneous Convolutional Network 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 3, 页码: 1160-1171
Authors:  Zhang, Zhong;  Wang, Yanan;  Liu, Shuang;  Xiao, Baihua;  Durrani, Tariq S.
Favorite  |  View/Download:22/0  |  Submit date:2022/06/06
Correlation  Feature extraction  Couplings  Convolution  Training  Cameras  Loss measurement  Cross-domain person re-identification  graph convolution network  dual graph convolution  
graph convolution based residual connected network for morphological reconstruction in fluorescence molecular tomography 会议论文
, 美国, 2022-2
Authors:  Wang Y(王宇);  Bian C(边畅);  Du Y(杜洋);  Tian J(田捷)
Adobe PDF(625Kb)  |  Favorite  |  View/Download:25/4  |  Submit date:2022/06/14
Fluorescence molecular tomography  Graph convolution network  
A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 4, 页码: 1279-1289
Authors:  Yao, Dongren;  Sui, Jing;  Wang, Mingliang;  Yang, Erkun;  Jiaerken, Yeerfan;  Luo, Na;  Yap, Pew-Thian;  Liu, Mingxia;  Shen, Dinggang
Adobe PDF(2425Kb)  |  Favorite  |  View/Download:86/15  |  Submit date:2021/05/17
Functional magnetic resonance imaging  Convolution  Diseases  Fuses  Brain modeling  Neuroimaging  White matter  Brain connectivity  graph convolutional network  triplet  classification  
MS-Net: Multi-Source Spatio-Temporal Network for Traffic Flow Prediction 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 14
Authors:  Fang, Shen;  Prinet, Veronique;  Chang, Jianlong;  Werman, Michael;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:34/0  |  Submit date:2022/01/27
Feature extraction  Convolution  Predictive models  Data models  Correlation  Roads  Kernel  Graph convolution  deep attention mechanism  traffic network  traffic flow prediction  artificial intelligence  deep 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:56/7  |  Submit date:2021/04/09
Graph convolution network  long-short term memory network  stock market forecasting  variational autoencoder (VAE)  
Meta-MSNet: Meta-Learning Based Multi-Source Data Fusion for Traffic Flow Prediction 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2021, 卷号: 28, 页码: 6-10
Authors:  Fang, Shen;  Pan, Xianbing;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:77/0  |  Submit date:2021/03/01
Data fusion  deep learning  graph convolution  meta-learning  traffic flow prediction  traffic network