2 papers
stat.AP2023
A Causal Inference Approach to Eliminate the Impacts of Interfering Factors on Traffic Performance Evaluation
Xiaobo Ma, Abolfazl Karimpour, Yao-Jan Wu
Before and after study frameworks are widely adopted to evaluate the effectiveness of transportation policies and emerging technologies. However, many factors such as seasonal fact…
cs.LG2023
On-ramp and Off-ramp Traffic Flows Estimation Based on A Data-driven Transfer Learning Framework
Xiaobo Ma, Abolfazl Karimpour, Yao-Jan Wu
To develop the most appropriate control strategy and monitor, maintain, and evaluate the traffic performance of the freeway weaving areas, state and local Departments of Transporta…