Abstract:How to accurately predict Short-term traffic travel time is an important problem in Intelligent Transportation Systems. However, the traffic data usually exhibit high nonlinearities and complex patterns. Predicting traffic travel time is a challenge. Most previous studies use the topological adjacency of road networks to explore the spatial correlations. However, as a real network, the road network contains higher-order connectivity patterns, which have different statistical significance. The topology adjacenc… Show more
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