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Origin-destination demand prediction of public transit using graph convolutional neural network

16 references·1 citing·57 second hopsampled

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References

2015Planning, operation, and control of bus transport systems: A literature review729 cited
2013New evidence on walking distances to transit stops: identifying redundancies and gaps using variable service areas390 cited
2018The Impacts of Transportation Infrastructure on Sustainable Development: Emerging Trends and Challenges232 cited
2014Examining the spatial–temporal dynamics of bus passenger travel behaviour using smart card data and the flow-comap146 cited
2017A Real-Time Passenger Flow Estimation and Prediction Method for Urban Bus Transit Systems130 cited
2019Understanding Urban Dynamics via Context-Aware Tensor Factorization with Neighboring Regularization74 cited
2018Analysis and Prediction of Regional Mobility Patterns of Bus Travellers Using Smart Card Data and Points of Interest Data70 cited
2021Planning skip-stop transit service under heterogeneous demands38 cited
2021Multi-stage deep learning approaches to predict boarding behaviour of bus passengers38 cited
2021Discovering Spatiotemporal Patterns and Urban Facilities Determinants of Cycling Activities in Beijing30 cited
2019Bus Passenger Demand Modelling Using Time-Series Techniques- Big Data Analytics25 cited
2019Nonnegative tensor decomposition for urban mobility analysis and applications with mobile phone data17 cited
2020Prediction of Urban Rail Transit Ridership under Rainfall Weather Conditions17 cited

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2023The Spatiotemporal Patterns of Bus Passengers: Visualisation and Evaluation using Non-negative Tensor Decomposition15 cited

2022Visualization and Assessment of the Effect of Roadworks on Traffic Congestion Using AVL Data of Public Transit14 cited

2020Optimal Operational Strategies for Multiple Bus Lines Considering Passengers’ Preferences12 cited

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2025The Evolution of the Interaction Between Urban Rail Transit and Land Use: A CiteSpace-Based Knowledge Mapping Approach8 cited