33 citations · 63 across the 5 of their papers we have counts for
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cs.LG2018
Modelling Latent Travel Behaviour Characteristics with Generative Machine Learning
Melvin Wong, Bilal Farooq
In this paper, we implement an information-theoretic approach to travel behaviour analysis by introducing a generative modelling framework to identify informative latent characteri…
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…