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econ.EM2019
ResLogit: A residual neural network logit model for data-driven choice modelling
Melvin Wong, Bilal Farooq
This paper presents a novel deep learning-based travel behaviour choice model.Our proposed Residual Logit (ResLogit) model formulation seamlessly integrates a Deep Neural Network (…
econ.EM2019★ 1 cited
Information processing constraints in travel behaviour modelling: A generative learning approach
Melvin Wong, Bilal Farooq
Travel decisions tend to exhibit sensitivity to uncertainty and information processing constraints. These behavioural conditions can be characterized by a generative learning proce…