Graph Construction with Flexible Nodes for Traffic Demand Prediction

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Graph Construction with Flexible Nodes for Traffic Demand Prediction

3 January 2025

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Papers citing "Graph Construction with Flexible Nodes for Traffic Demand Prediction"

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Title
FRIGATE: Frugal Spatio-temporal Forecasting on Road Networks Mridul Gupta H. Kodamana Sayan Ranu AI4TS 71 18 0 14 Jun 2023
Multi-Graph Convolutional-Recurrent Neural Network (MGC-RNN) for Short-Term Forecasting of Transit Passenger Flow Yuxin He Lishuai Li Xinting Zhu K. Tsui AI4TS 61 59 0 28 Jul 2021
A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting Jiawei Zhu Yujiao Song Ling Zhao Haifeng Li AI4TS 72 278 0 20 Jun 2020
Graph WaveNet for Deep Spatial-Temporal Graph Modeling Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN AI4TS 117 2,210 0 31 May 2019
T-GCN: A Temporal Graph ConvolutionalNetwork for Traffic Prediction Ling Zhao Yujiao Song Chao Zhang Yu Liu Pu Wang Tao Lin Min Deng Haifeng Li AI4TS 176 2,057 0 12 Nov 2018
Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction Huaxiu Yao Fei Wu Jintao Ke Xianfeng Tang Yitian Jia Siyu Lu Pinghua Gong Jieping Ye Z. Li GNN 155 1,117 0 23 Feb 2018
Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting Zhiyong Cui Kristian C. Henrickson Ruimin Ke Ziyuan Pu Yinhai Wang GNN AI4TS 154 758 0 20 Feb 2018
Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting Ting Yu Haoteng Yin Zhanxing Zhu GNN AI4TS 165 3,769 0 14 Sep 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 792 29,331 0 09 Sep 2016