XFlowMap introduces cross-scale flow pattern detection using scan statistics, automated generalization, and a novel multi-attribute flow symbol for mapping massive OD data.
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The study applies data preprocessing and pattern analysis to public transit records as preparation for ML-based digital twin modeling of urban mobility.
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XFlowMap: Cross-Scale Generalization and Mapping of Massive Origin-Destination Data
XFlowMap introduces cross-scale flow pattern detection using scan statistics, automated generalization, and a novel multi-attribute flow symbol for mapping massive OD data.
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Unveiling Urban Mobility Patterns: A Data-Driven Analysis of Public Transit
The study applies data preprocessing and pattern analysis to public transit records as preparation for ML-based digital twin modeling of urban mobility.