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A spatial-temporal short-term traffic flow prediction model based on
  dynamical-learning graph convolution mechanism

A spatial-temporal short-term traffic flow prediction model based on dynamical-learning graph convolution mechanism

10 May 2022
Zhijun Chen
Zheng Lu
Qiushi Chen
Hongliang Zhong
Yishi Zhang
Jie Xue
Delft University of Technology
    GNN
    AI4TS
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Papers citing "A spatial-temporal short-term traffic flow prediction model based on dynamical-learning graph convolution mechanism"

5 / 5 papers shown
Title
ST-Mamba: Spatial-Temporal Selective State Space Model for Traffic Flow
  Prediction
ST-Mamba: Spatial-Temporal Selective State Space Model for Traffic Flow Prediction
Zhiqi Shao
Michael G. H. Bell
Ze Wang
D. Geers
Haoning Xi
Junbin Gao
Mamba
37
2
0
20 Apr 2024
Graph Attention Network for Lane-Wise and Topology-Invariant
  Intersection Traffic Simulation
Graph Attention Network for Lane-Wise and Topology-Invariant Intersection Traffic Simulation
Nooshin Yousefzadeh
Rahul Sengupta
Yashaswi Karnati
Anand Rangarajan
Sanjay Ranka
19
3
0
11 Apr 2024
CCDSReFormer: Traffic Flow Prediction with a Criss-Crossed Dual-Stream
  Enhanced Rectified Transformer Model
CCDSReFormer: Traffic Flow Prediction with a Criss-Crossed Dual-Stream Enhanced Rectified Transformer Model
Zhiqi Shao
Michael G. H. Bell
Ze Wang
Glenn Geers
Xusheng Yao
Junbin Gao
32
4
0
26 Mar 2024
Establishing a real-time traffic alarm in the city of Valencia with Deep
  Learning
Establishing a real-time traffic alarm in the city of Valencia with Deep Learning
Miguel G. Folgado
V. Sanz
J. Hirn
Edgar Lorenzo-Saez
Javier Urchueguia
HAI
21
0
0
05 Sep 2023
Urban Regional Function Guided Traffic Flow Prediction
Urban Regional Function Guided Traffic Flow Prediction
Kuo Wang
Lingbo Liu
Yang Liu
Guanbin Li
Fan Zhou
Liang Lin
38
25
0
17 Mar 2023
1