140 citations · 328 across the 38 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.LG2022★ 50 cited
Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks
Dingyi Zhuang, Shenhao Wang, Haris N. Koutsopoulos +1
Origin-Destination (O-D) travel demand prediction is a fundamental challenge in transportation. Recently, spatial-temporal deep learning models demonstrate the tremendous potential…
math.OC2022
Transit Frequency Setting Problem with Demand Uncertainty
Xiaotong Guo, Baichuan Mo, Haris N. Koutsopoulos +2
Public transit systems are the backbone of urban mobility systems in the era of urbanization. The design of transit schedules is important for the efficient and sustainable operati…