中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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机构
自动化研究所 [13]
计算技术研究所 [4]
地理科学与资源研究所 [2]
沈阳自动化研究所 [2]
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OAI收割 [21]
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期刊论文 [18]
学位论文 [2]
会议论文 [1]
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2026 [1]
2025 [1]
2024 [1]
2023 [1]
2022 [5]
2021 [2]
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Spatio-temporal tree attention network for forecasting traffic flow
期刊论文
OAI收割
NEUROCOMPUTING, 2026, 卷号: 676, 页码: 14
作者:
Li, Haoran
;
Lv, Zhiqiang
;
Ma, Zhaobin
;
Li, Jianbo
;
Ma, Xiaolong
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2026/05/25
Traffic flow prediction
Tree attention mechanism
Spatio-temporal features
Intelligent data analysis
CL-DGCN: contrastive learning based deeper graph convolutional network for traffic flow data prediction
期刊论文
OAI收割
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2025, 卷号: 203, 页码: 18
作者:
Zhang, Enwei
;
Lv, Zhiqiang
;
Cheng, Zesheng
;
Ke, Jintao
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2025/12/03
Multimodal transportation
Traffic flow prediction
Graph convolutional network
Hyperaggregation function
Multi-faceted spatio-temporal network for weather-aware air traffic flow prediction in multi-airport system
期刊论文
OAI收割
CHINESE JOURNAL OF AERONAUTICS, 2024, 卷号: 37, 期号: 7, 页码: 301-316
作者:
Cai, Kaiquan
;
Tang, Shuo
;
Qian, Shengsheng
;
Shen, Zhiqi
;
Yang, Yang
  |  
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2024/09/09
Air traffic control
Graph neural network
Multi-faceted information
Air traffic flow prediction
Multi-airport system
Research on Multi-Port Ship Traffic Prediction Method Based on Spatiotemporal Graph Neural Networks
期刊论文
OAI收割
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 7, 页码: 18
作者:
Li, Yong
;
Li, Zhaoxuan
;
Mei, Qiang
;
Wang, Peng
;
Hu, Wenlong
  |  
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2023/12/04
spatiotemporal graph neural network
traffic flow prediction
ship big data
AIS
port traffic prediction
AutoMSNet: Multi-Source Spatio-Temporal Network via Automatic Neural Architecture Search for Traffic Flow Prediction
期刊论文
OAI收割
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:62/0
  |  
提交时间:2023/02/22
Deep learning
neural architecture search
graph convolution
meta-learning
traffic flow prediction
GLSNN Network: A Multi-Scale Spatiotemporal Prediction Model for Urban Traffic Flow
期刊论文
OAI收割
SENSORS, 2022, 卷号: 22, 期号: 22, 页码: 14
作者:
Cai, Benhe
;
Wang, Yanhui
;
Huang, Chong
;
Liu, Jiahao
;
Teng, Wenxin
  |  
收藏
  |  
浏览/下载:65/0
  |  
提交时间:2022/12/23
GLSNN model
spatiotemporal data fusion
multi-scale
traffic flow prediction
spatiotemporal dependence
GLSNN Network: A Multi-Scale Spatiotemporal Prediction Model for Urban Traffic Flow
期刊论文
OAI收割
SENSORS, 2022, 卷号: 22, 期号: 22, 页码: 14
作者:
  |  
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2022/12/23
GLSNN model
spatiotemporal data fusion
multi-scale
traffic flow prediction
spatiotemporal dependence
Fine-Grained Vessel Traffic Flow Prediction With a Spatio-Temporal Multigraph Convolutional Network
期刊论文
OAI收割
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 14
作者:
Liang, Maohan
;
Liu, Ryan Wen
;
Zhan, Yang
;
Li, Huanhuan
;
Zhu, Fenghua
  |  
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2022/11/14
Traffic flow prediction
maritime traffic network
multi-graph convolutional network
automatic identification system (AIS)
Augmented Multi-Component Recurrent Graph Convolutional Network for Traffic Flow Forecasting
期刊论文
OAI收割
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2022, 卷号: 11, 期号: 2, 页码: 17
作者:
Zhang, Chi
;
Zhou, Hong-Yu
  |  
收藏
  |  
浏览/下载:71/0
  |  
提交时间:2022/12/07
traffic flow forecasting
spatial-temporal prediction
graph convolutional networks
augmented multi-component
MS-Net: Multi-Source Spatio-Temporal Network for Traffic Flow Prediction
期刊论文
OAI收割
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 14
作者:
Fang, Shen
;
Prinet, Veronique
;
Chang, Jianlong
;
Werman, Michael
;
Zhang, Chunxia
  |  
收藏
  |  
浏览/下载:63/0
  |  
提交时间: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