Search Results for author: Xidong Pi

Found 2 papers, 1 papers with code

Estimating multi-class dynamic origin-destination demand through a forward-backward algorithm on computational graphs

no code implementations12 Mar 2019 Wei Ma, Xidong Pi, Sean Qian

Provided with some observations of vehicular flow for each class in a large-scale transportation network, how to estimate the multi-class spatio-temporal vehicular flow, in terms of time-varying Origin-Destination (OD) demand and path/link flow, remains a big challenge.

A deep learning approach to real-time parking occupancy prediction in spatio-temporal networks incorporating multiple spatio-temporal data sources

1 code implementation21 Jan 2019 Shuguan Yang, Wei Ma, Xidong Pi, Sean Qian

The case study also shows that, in generally, the prediction model works better for business areas than for recreational locations.

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