Crowding Prediction of In-Situ Metro Passengers Using Smart Card Data

no code implementations • 7 Sep 2020 • Xiancai Tian, Chen Zhang, Baihua Zheng

The metro system is playing an increasingly important role in the urban public transit network, transferring a massive human flow across space everyday in the city.

Management

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

no code implementations • 1 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.