Search Results for author: Chih-Chieh Hung

Found 3 papers, 1 papers with code

A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting

1 code implementation30 Dec 2021 Guanyao Li, Shuhan Zhong, S. -H. Gary Chan, Ruiyuan Li, Chih-Chieh Hung, Wen-Chih Peng

The information fusion module captures the complex spatial-temporal dependency between regions.

TRIPDECODER: Study Travel Time Attributes and Route Preferences of Metro Systems from Smart Card Data

no code implementations1 May 2020 Xiancai Tian, Baihua Zheng, Yazhe Wang, Hsiao-Ting Huang, Chih-Chieh Hung

It strategically decouples these two inferencetasks by only taking those trip records with only one practical route as the input for the first inference taskof travel time and feeding the inferred travel time to the second inference task as an additional input whichnot only improves the accuracy but also effectively reduces the complexity of both inference tasks.

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