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BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimers Disease Based on sMRI
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1161-1169
作者:
Fan, Chen-Chen
;
Yang, Hongjun
;
Peng, Liang
;
Zhou, Xiao-Hu
;
Ni, Zhen-Liang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/12/21
Alzheimer's disease (AD)
cognitive assessment
convolutional neural networks (CNNs)
graph neural networks
structural magnetic resonance imaging (sMRI)
Graph convolutional network with tree-guided anisotropic message passing
期刊论文
NEURAL NETWORKS, 2023, 卷号: 165, 页码: 909-924
作者:
Wang, Ruixiang
;
Wang, Yuhu
;
Zhang, Chunxia
;
Xiang, Shiming
;
Pan, Chunhong
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  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Deep learning
Graph convolutional networks
Graph structure learning
Anisotropic message passing
Learning Dynamic Graph for Overtaking Strategy in Autonomous Driving
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 页码: 13
作者:
Hu, Xuemin
;
Liu, Yanfang
;
Tang, Bo
;
Yan, Junchi
;
Chen, Long
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  |  
浏览/下载:0/0
  |  
提交时间:2023/11/17
Autonomous driving
graph convolutional network
trainable adjacency matrix
overtaking
dynamic graph
ClusterST: Clustering Spatial-Temporal Network for Traffic Forecasting
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
作者:
Luo, Guiyang
;
Zhang, Hui
;
Yuan, Quan
;
Li, Jinglin
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  |  
浏览/下载:13/0
  |  
提交时间:2023/01/09
Index Terms- Traffic forecasting
graph convolutional network
spatial-temporal networks
over-smoothing
A traffic flow-forecasting model based on multi-head spatio-temporal attention and adaptive graph convolutional networks
期刊论文
INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2022, 卷号: 33, 期号: 10
作者:
Zhang, Hong
;
Kan, Sunan
;
Cao, Jie
;
Chen, Linlong
;
Zhao, Tianxin
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  |  
浏览/下载:25/0
  |  
提交时间:2022/09/22
Traffic flow forecasting
deep learning
multi-head spatio-temporal attention mechanism
graph convolutional network
spatio-temporal correlation
A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
作者:
Jin, Junchen
;
Rong, Dingding
;
Zhang, Tong
;
Ji, Qingyuan
;
Guo, Haifeng
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/06/06
Roads
Predictive models
Data models
Recurrent neural networks
Generators
Computer architecture
Deep learning
Short-term link speed prediction
signalized urban networks
Wasserstein generative adversarial network
Payment behavior prediction on shared parking lots with TR-GCN
期刊论文
VLDB JOURNAL, 2022, 页码: 24
作者:
Xu, Qingyu
;
Zhang, Feng
;
Zhang, Mingde
;
Zhai, Jidong
;
He, Bingsheng
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  |  
浏览/下载:42/0
  |  
提交时间:2022/02/16
Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 205-234
作者:
Xin Liu
;
Mingyu Yan
;
Lei Deng
;
Guoqi Li
;
Xiaochun Ye
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/11/03
Efficient training
graph convolutional networks (GCNs)
graph neural networks (GNNs)
sampling method
Inductive Spatiotemporal Graph Convolutional Networks for Short-term Quantitative Precipitation Forecasting
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2022, 卷号: 0, 期号: 0, 页码: 0
作者:
Yajing, Wu
;
Xuebing, Yang
;
Yongqiang, Tang
;
Chenyang, Zhang
;
Guoping, Zhang
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/04/06
Quantitative precipitation forecasting
graph convolutional networks (GCN)
spatiotemporal model
radar-rain gauge data merging
Multiresolution Hypergraph Neural Network for Intelligent Fault Diagnosis
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 10
作者:
Yan,Xunshi
;
Liu Y(刘洋)
;
Zhang CA(张陈安)
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2022/11/14
Convolution
Fault diagnosis
Correlation
Task analysis
Machinery
Machine learning algorithms
Laplace equations
Fault diagnosis
graph convolutional network (GCN)
hypergraph
hypergraph neural network (HGNN)
multiresolution
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