29 citations · 43 across the 3 of their papers we have counts for
3 papers
Exploring Machine Learning Techniques to Identify Important Factors Leading to Injury in Curve Related Crashes
Mehdi Moeinaddini, Mozhgan Pourmoradnasseri, Amnir Hadachi +1
Different factors have effects on traffic crashes and crash-related injuries. These factors include segment characteristics, crash-level characteristics, occupant level characteris…
Bayesian inference for transportation origin-destination matrices: the Poisson-inverse Gaussian and other Poisson mixtures
Konstantinos Perrakis, Dimitris Karlis, Mario Cools +1
In this paper we present Poisson mixture approaches for origin-destination (OD) modeling in transportation analysis. We introduce covariate-based models which incorporate different…
An investigation into machine learning approaches for forecasting spatio-temporal demand in ride-hailing service
Ismaïl Saadi, Melvin Wong, Bilal Farooq +2
In this paper, we present machine learning approaches for characterizing and forecasting the short-term demand for on-demand ride-hailing services. We propose the spatio-temporal e…