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Melvin Wong
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Year
Discriminative conditional restricted Boltzmann machine for discrete choice and latent variable modelling
M Wong, B Farooq, GA Bilodeau
Journal of choice modelling 29, 152-168, 2018
332018
An investigation into machine learning approaches for forecasting spatio-temporal demand in ride-hailing service
I Saadi, M Wong, B Farooq, J Teller, M Cools
arXiv preprint arXiv:1703.02433, 2017
332017
ResLogit: A residual neural network logit model for data-driven choice modelling
M Wong, B Farooq
Transportation Research Part C: Emerging Technologies 126, 103050, 2021
24*2021
A bi-partite generative model framework for analyzing and simulating large scale multiple discrete-continuous travel behaviour data
M Wong, B Farooq
Transportation Research Part C: Emerging Technologies 110, 247-268, 2020
222020
Latent behaviour modelling using discriminative restricted Boltzmann machines
M Wong, B Farooq, GA Bilodeau
5th International Choice Modeling Conference, 1-18, 2017
62017
Modelling latent travel behaviour characteristics with generative machine learning
M Wong, B Farooq
2018 21st International Conference on Intelligent Transportation Systemsá…, 2018
32018
Information processing constraints in travel behaviour modelling: A generative learning approach
M Wong, B Farooq
arXiv preprint arXiv:1907.07036, 2019
22019
Next direction route choice model for cyclist using panel data
M Wong, B Farooq, GA Bilodeau
22016
Latent Class model using discriminative restricted Boltzmann Machine
M Wong, B Farooq, GA Bilodeau
International Choice Modelling Conference 2017, 2017
12017
A Unimodal Ordered Logit model for ranked choices
M Wong, J┴ MartÝn-Baos, M Bierlaire
2021
Distributed heterogeneous data learning approach for choice modelling using residual neural networks
M Wong, B Farooq
International Choice Modelling Conference 2019, 2019
2019
Generative modelling and machine learning methods for travel behaviour analysis
M Wong
Ryerson University, 2019
2019
A generalized Product of Experts model for non-linear utility specifications in travel behaviour models
M Wong, B Farooq
Transportation Research Board 98th Annual MeetingTransportation Research Board, 2019
2019
On the Use of Conditional Restricted Boltzmann Machine for Implicit Modeling of Latent Travel Behavior Characteristics
M Wong, B Farooq, A Sobhani
Transportation Research Board 97th Annual MeetingTransportation Research Board, 2018
2018
Unimodal Ordinal Logit: A Logit Model with a Utility-Correction Term Capturing Correlations from Ordinal Responses
M Wong, S Varotto, M Bierlaire
Available at SSRN 4220600, 0
Group ID U11418 Affiliated authors Antonini, Gianluca
B Atasoy, S Ataš, I Aza´ez, MM Bender, M Bierlaire, S Binder, ...
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