research
∙
06/05/2022
Estimating and Mitigating the Congestion Effect of Curbside Pick-ups and Drop-offs: A Causal Inference Approach
Curb space is one of the busiest areas in urban road networks. Especiall...
share
research
∙
04/23/2022
Statistical inference of travelers' route choice preferences with system-level data
Traditional network models encapsulate travel behavior among all origin-...
research
∙
09/29/2020
From Twitter to Traffic Predictor: Next-Day Morning Traffic Prediction Using Social Media Data
The effectiveness of traditional traffic prediction methods is often ext...
research
∙
05/21/2020
Learning to Recommend Signal Plans under Incidents with Real-Time Traffic Prediction
The main question to address in this paper is to recommend optimal signa...
research
∙
10/06/2019
High-Resolution Traffic Sensing with Autonomous Vehicles
The last decades have witnessed the breakthrough of autonomous vehicles ...
research
∙
03/12/2019
Estimating multi-class dynamic origin-destination demand through a forward-backward algorithm on computational graphs
Transportation networks are unprecedentedly complex with heterogeneous v...
research
∙
01/21/2019
Understanding and predicting travel time with spatio-temporal features of network traffic flow, weather and incidents
Travel time on a route varies substantially by time of day and from day ...
research
∙
01/21/2019
