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Keywords: XGBoost model
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Journal Articles
Non-linear impact of built environment on origin–destination passenger flow in Tianjin’s urban rail transit
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Proceedings of the Institution of Civil Engineers - Transport (2026) 179 (1): 76–91.
Published: 15 May 2025
...) strategies. This study utilises an eXtreme gradient boosting (XGBoost) model to analyse non-linear relationships across 16 built environment factors, including population density, land use and transportation access, influencing OD flows on weekdays and weekends. The analysis, employing the Tianjin Metro...
