Traffic signal prediction on transportation networks using
spatio-temporal correlations on graphs

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Traffic signal prediction on transportation networks using spatio-temporal correlations on graphs

27 April 2021

Nikolas Geroliminis

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Papers citing "Traffic signal prediction on transportation networks using spatio-temporal correlations on graphs"

6 / 6 papers shown

Title
Travel time prediction for congested freeways with a dynamic linear model Semin Kwak Nikolas Geroliminis AI4TS 23 24 0 02 Sep 2020
Graph WaveNet for Deep Spatial-Temporal Graph Modeling Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN AI4TS 87 2,169 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 83 2,016 0 12 Nov 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 761 3,129 0 04 Jun 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 126 1,110 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 112 750 0 20 Feb 2018