"How do urban incidents affect traffic speed?" A Deep Graph
Convolutional Network for Incident-driven Traffic Speed Prediction

"How do urban incidents affect traffic speed?" A Deep Graph Convolutional Network for Incident-driven Traffic Speed Prediction

3 December 2019

Yang Chen

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Papers citing ""How do urban incidents affect traffic speed?" A Deep Graph Convolutional Network for Incident-driven Traffic Speed Prediction"

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Title
MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction Shuang Li Ziyuan Pu Nan Zhang Duxin Chen Lu Dong Daniel J. Graham Yinhai Wang 112 0 0 19 Jul 2024
Inferring Heterogeneous Treatment Effects of Crashes on Highway Traffic: A Doubly Robust Causal Machine Learning Approach Shuang Li Ziyuan Pu Zhiyong Cui Seunghyeon Lee Xiucheng Guo D. Ngoduy CML 44 14 0 01 Jan 2024
How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey Jiexia Ye Juanjuan Zhao Kejiang Ye Chengzhong Xu GNN AI4TS AI4CE 99 199 0 24 May 2020