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A Spatial-Temporal Hybrid Model for Short-Term Traffic Prediction
TLDR
This research provides strong evidence suggesting that the proposed SpAE-LSTM effectively captures the spatial-temporal features of the traffic flow and achieves promising results.
Urban public bicycle dispatching optimization method
TLDR
An improved community discovery algorithm based on multi-objective optimization (CDoMO) that can shorten the estimated scheduling distance by 20%–50%, and can effectively balance the scheduling workload of each area, and improve the efficiency of public bicycle dispatching system.