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From micro to macro: multi-scale causal emergent complexity analysis in traffic dynamics

Abstract Accurate traffic prediction is essential for modern urban transportation systems. In this paper, we propose a novel multi-scale causal modeling framework for traffic prediction, leveraging Emergent Complexity (EC 2.0) analysis to uncover the hierarchical nature of traffic dynamics. Through...

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Bibliografiske detaljer
Principais autores: Shilin Zhang, Ming Yan
Format: Artigo
Sprog:Inglês
Udgivet: Springer 2025-09-01
Serier:Complex & Intelligent Systems
Fag:
Online adgang:https://doi.org/10.1007/s40747-025-02090-6
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