Search Results for author: Xianghua Gan

Found 2 papers, 0 papers with code

ProSTformer: Pre-trained Progressive Space-Time Self-attention Model for Traffic Flow Forecasting

no code implementations3 Nov 2021 Xiao Yan, Xianghua Gan, Jingjing Tang, Rui Wang

When pre-trained on the big scale datasets and transferred to the medium and small scale datasets, ProSTformer achieves a significant enhancement and behaves best.

Demand Forecasting in Bike-sharing Systems Based on A Multiple Spatiotemporal Fusion Network

no code implementations23 Sep 2020 Xiao Yan, Gang Kou, Feng Xiao, Dapeng Zhang, Xianghua Gan

Spatial and temporal features are critical for demand forecasting in BSSs, but it is challenging to extract spatiotemporal dynamics.

Ensemble Learning Feature Importance

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