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A Spatial-Temporal Approach for Multi-Airport Traffic Flow Prediction Through Causality Graphs
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 页码: 13
作者:
Du, Wenbo
;
Chen, Shenwen
;
Li, Zhishuai
;
Cao, Xianbin
;
Lv, Yisheng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/11/16
Airport traffic flow
predictive models
deep learning
causality graph
spatiotemporal analysis
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)
Learning Dynamic Dependencies With Graph Evolution Recurrent Unit for Stock Predictions
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 13
作者:
Tian, Hu
;
Zhang, Xingwei
;
Zheng, Xiaolong
;
Zeng, Daniel Dajun
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  |  
浏览/下载:5/0
  |  
提交时间:2023/11/17
Gated recurrent unit
graph representation learning
learning dynamic dependencies
stock prediction system
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 7, 页码: 8419-8432
作者:
Lian, Zheng
;
Chen, Lan
;
Sun, Licai
;
Liu, Bin
;
Tao, Jianhua
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/17
Oral communication
Correlation
Data models
Task analysis
Feature extraction
Tensors
Benchmark testing
Conversational data
graph complete network (GCNet)
incomplete multimodal learning
speaker-sensitive modeling
temporal-sensitive modeling
Learning Long- and Short-term Representations for Temporal Knowledge Graph Reasoning
会议论文
Austin, TX, USA, 2023-4-30
作者:
Mengqi Zhang
;
Xuwei Xia
;
Qiang Liu
;
Shu Wu
;
Liang Wang
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  |  
浏览/下载:9/0
  |  
提交时间:2023/07/03
Developing a multiview spatiotemporal model based on deep graph neural networks to predict the travel demand by bus
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2023, 页码: 27
作者:
Zhao, Tianhong
;
Huang, Zhengdong
;
Tu, Wei
;
Biljecki, Filip
;
Chen, Long
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/16
Graph deep learning
multiview learning
travel demand prediction
multimodal transportation
smart card data
STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
作者:
Zebing Wei
;
Hongxia Zhao
;
Zhishuai Li
;
Xiaojie Bu
;
Yuanyuan Chen
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  |  
浏览/下载:15/0
  |  
提交时间:2023/01/03
Deep learning
graph neural network (GNN)
multi-stream
spatial-temporal feature extraction
temporal graph
traffic prediction
AutoMSNet: Multi-Source Spatio-Temporal Network via Automatic Neural Architecture Search for Traffic Flow Prediction
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 15
作者:
Fang, Shen
;
Zhang, Chunxia
;
Xiang, Shiming
;
Pan, Chunhong
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/02/22
Deep learning
neural architecture search
graph convolution
meta-learning
traffic flow prediction
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
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/01/09
Index Terms- Traffic forecasting
graph convolutional network
spatial-temporal networks
over-smoothing
A Spatiotemporal Hybrid Model for Airspace Complexity Prediction
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 页码: 8
作者:
Du, Wenbo
;
Li, Biyue
;
Chen, Jun
;
Lv, Yisheng
;
Li, Yumeng
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/11/14
Complexity theory
Atmospheric modeling
Spatiotemporal phenomena
Predictive models
Deep learning
Correlation
Air traffic control
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