Railway Delay Prediction with Spatial-Temporal Graph Convolutional Networks
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Jacob S.W. Heglund | Panukorn Taleongpong | Simon Hu | Huy T. Tran | J. Heglund | Simon Hu | Panukorn Taleongpong | H. Tran
[1] Pierre Vandergheynst,et al. Wavelets on Graphs via Spectral Graph Theory , 2009, ArXiv.
[2] Nils O. E. Olsson,et al. Method of analysis for delay propagation in a single-track network , 2017, J. Rail Transp. Plan. Manag..
[3] Max Welling,et al. Semi-Supervised Classification with Graph Convolutional Networks , 2016, ICLR.
[4] Davide Anguita,et al. Advanced Analytics for Train Delay Prediction Systems by Including Exogenous Weather Data , 2016, 2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA).
[5] Boris Cule,et al. Mining Train Delays , 2011, IDA.
[6] Ren Wang,et al. Data Driven Approaches for Passenger Train Delay Estimation , 2015, 2015 IEEE 18th International Conference on Intelligent Transportation Systems.
[7] Xavier Bresson,et al. Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering , 2016, NIPS.
[8] Irina Stipanovič. Big data in railway operations : Using artificial neural networks to predict train delay propagation , 2016 .
[9] Yuxiang Yang,et al. Statistical delay distribution analysis on high-speed railway trains , 2019, Journal of Modern Transportation.
[10] Thorsten Büker,et al. Stochastic modelling of delay propagation in large networks , 2012, J. Rail Transp. Plan. Manag..
[11] Hamsa Balakrishnan,et al. A comparative analysis of models for predicting delays in air traffic networks , 2017 .
[12] Pu Wang,et al. Train delay analysis and prediction based on big data fusion , 2019, Transportation Safety and Environment.
[13] Zhiyuan Liu,et al. Graph Neural Networks: A Review of Methods and Applications , 2018, AI Open.
[14] Davide Anguita,et al. Train Delay Prediction Systems: A Big Data Analytics Perspective , 2017, Big Data Res..
[15] Abhishek Dubey,et al. On the Data-Driven Prediction of Arrival Times for Freight Trains on U.S. Railroads , 2018, 2018 21st International Conference on Intelligent Transportation Systems (ITSC).
[16] Rob M.P. Goverde,et al. A delay propagation algorithm for large-scale railway traffic networks , 2010 .
[17] Zhanxing Zhu,et al. Spatio-temporal Graph Convolutional Neural Network: A Deep Learning Framework for Traffic Forecasting , 2017, IJCAI.
[18] Harshad Khadilkar. Modelling the impact of control strategy on stochastic delay propagation in transportation networks , 2016, 2016 European Control Conference (ECC).
[19] Heiga Zen,et al. WaveNet: A Generative Model for Raw Audio , 2016, SSW.
[20] Philip S. Yu,et al. A Comprehensive Survey on Graph Neural Networks , 2019, IEEE Transactions on Neural Networks and Learning Systems.