Search Results for author: Joseph Severino

Found 2 papers, 0 papers with code

A Machine Learning Method for Predicting Traffic Signal Timing from Probe Vehicle Data

no code implementations4 Aug 2023 Juliette Ugirumurera, Joseph Severino, Erik A. Bensen, Qichao Wang, Jane Macfarlane

In this paper, we present a machine learning (ML) method for estimating traffic signal timing information from vehicle probe data.

Management

Transit-Gym: A Simulation and Evaluation Engine for Analysis of Bus Transit Systems

no code implementations30 Jun 2021 Ruixiao Sun, Rongze Gui, Himanshu Neema, Yuche Chen, Juliette Ugirumurera, Joseph Severino, Philip Pugliese, Aron Laszka, Abhishek Dubey

Public-transit systems face a number of operational challenges: (a) changing ridership patterns requiring optimization of fixed line services, (b) optimizing vehicle-to-trip assignments to reduce maintenance and operation codes, and (c) ensuring equitable and fair coverage to areas with low ridership.

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