Author

Shuohan Xu

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Open access Aug 2026

Spatiotemporal Data Analysis of Urban Traffic Systems: Understanding Operational Patterns and Inferring Future States

A logic-oriented analysis of urban traffic spatiotemporal data examines three temporal evolution characteristics: periodicity, trend, and abrupt change and extracts a logical framework for traffic condition prediction.

Shuohan Xu · Applied and Computational En... · 0 citations