326 citations · 1.2k across the 59 of their papers we have counts for
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cs.LG2018
Mobility Mode Detection Using WiFi Signals
Arash Kalatian, Bilal Farooq
We utilize Wi-Fi communications from smartphones to predict their mobility mode, i.e. walking, biking and driving. Wi-Fi sensors were deployed at four strategic locations in a clos…
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…