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A Spatial-Temporal Hybrid Model for Short-Term Traffic Prediction
- Fei Lin, Yudi Xu, Y. Yang, H. Ma
- Computer ScienceMathematical Problems in Engineering
- 14 January 2019
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
- Fei Lin, Y. Yang, Shihua Wang, Yudi Xu, Ma Hong, Ritai Yu
- Medicine, Computer SciencePeerJ Comput. Sci.
- 14 October 2019
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.