326 citations · 1.2k across the 59 of their papers we have counts for
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cs.LG2017★ 31 cited
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…
cs.LG2017★ 29 cited
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…