326 citations · 1.2k across the 59 of their papers we have counts for
3 papers · 1 filter
Discriminative conditional restricted Boltzmann machine for discrete choice and latent variable modelling
Melvin Wong, Bilal Farooq, Guillaume-Alexandre Bilodeau
Conventional methods of estimating latent behaviour generally use attitudinal questions which are subjective and these survey questions may not always be available. We hypothesize…
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…
Integrated Microsimulation Framework for Dynamic Pedestrian Movement Estimation in Mobility Hub
Alexis Pibrac, Bilal Farooq
We present an integrated microsimulation framework to estimate the pedestrian movement over time and space with limited data on directional counts. Using the activity-based approac…