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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...
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04/23/2022
Statistical inference of travelers' route choice preferences with system-level data
Traditional network models encapsulate travel behavior among all origin-...
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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...
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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...
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10/06/2019
High-Resolution Traffic Sensing with Autonomous Vehicles
The last decades have witnessed the breakthrough of autonomous vehicles ...
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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...
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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 ...
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01/21/2019