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Spatio-temporal fusion graph convolutional network for traffic flow forecasting
期刊论文
INFORMATION FUSION, 2024, 卷号: 104, 页码: 11
作者:
Ma, Ying
;
Lou, Haijie
;
Yan, Ming
;
Sun, Fanghui
;
Li, Guoqi
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/02/22
Graph convolutional network
Spatio-temporal data
Traffic forecasting
Examining the spatial networks of an urban agglomeration through the lens of multi-dimensional element flow: Evidence from western China
期刊论文
HELIYON, 2023, 卷号: 9, 期号: 10, 页码: 16
作者:
Zhang, Xiaohui
;
Zhang, Jifei
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  |  
浏览/下载:0/0
  |  
提交时间:2024/03/04
Flow space
Traffic flow
Information flow
Migration flow
Spatial structure
Social network analysis
Chengdu - chongqing urban agglomeration
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
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  |  
浏览/下载:10/0
  |  
提交时间:2023/02/22
Deep learning
neural architecture search
graph convolution
meta-learning
traffic flow prediction
Subgraph-aware graph structure revision for spatial-temporal graph modeling
期刊论文
NEURAL NETWORKS, 2022, 卷号: 154, 页码: 190-202
作者:
Wang, Yuhu
;
Zhang, Chunxia
;
Xiang, Shiming
;
Pan, Chunhong
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/01/09
Graph structure learning
Graph neural network
Spatial-temporal graph modeling
Fine-Grained Vessel Traffic Flow Prediction With a Spatio-Temporal Multigraph Convolutional Network
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 14
作者:
Liang, Maohan
;
Liu, Ryan Wen
;
Zhan, Yang
;
Li, Huanhuan
;
Zhu, Fenghua
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  |  
浏览/下载:20/0
  |  
提交时间:2022/11/14
Traffic flow prediction
maritime traffic network
multi-graph convolutional network
automatic identification system (AIS)
Tabular Learning-Based Traffic Event Prediction for Intelligent Social Transportation System
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 12
作者:
Sun, Chen
;
Li, Shen
;
Cao, Dongpu
;
Wang, Fei-Yue
;
Khajepour, Amir
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  |  
浏览/下载:13/0
  |  
提交时间:2022/07/25
Accidents
Data models
Predictive models
Roads
Analytical models
Vehicles
Sun
Crowd sourcing
social transportation system
tabular learning
traffic prediction
Spatial and Temporal Characteristics of Urban Tourism Travel by Taxi-A Case Study of Shenzhen
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 卷号: 10, 期号: 7, 页码: 18
作者:
He, Bing
;
Liu, Kang
;
Xue, Zhe
;
Liu, Jiajun
;
Yuan, Diping
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  |  
浏览/下载:22/0
  |  
提交时间:2021/11/05
tourist flow
spatial-temporal dynamic
taxi trajectory data
spatial structure
Shenzhen
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
作者:
Fang, Shen
;
Pan, Xianbing
;
Xiang, Shiming
;
Pan, Chunhong
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  |  
浏览/下载:22/0
  |  
提交时间:2021/03/01
Data fusion
deep learning
graph convolution
meta-learning
traffic flow prediction
traffic network
Does street greenery always promote active travel? Evidence from Beijing
期刊论文
URBAN FORESTRY & URBAN GREENING, 2020, 卷号: 56, 页码: 14
作者:
Wu, Jiayu
;
Wang, Binhui
;
Ta, Na
;
Zhou, Kan
;
Chai, Yanwei
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/03/15
Street greenery
Green view index
Road classification
Active travel
Discovering the Graph-Based Flow Patterns of Car Tourists Using License Plate Data: A Case Study in Shenzhen, China
期刊论文
JOURNAL OF ADVANCED TRANSPORTATION, 2020, 卷号: 2020, 页码: 4795830
作者:
He Bing
;
Kong Bo
;
Yin Ling
;
Wu Qin
;
Hu Jinxing
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  |  
浏览/下载:49/0
  |  
提交时间:2020/09/25
Graph-Based Flow
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