Deep neural networks for choice analysis: Enhancing behavioral regularity with gradient regularization

Siqi Feng, Rui Yao, Stephane Hess +4

Deep neural networks (DNNs) frequently present behaviorally irregular patterns, significantly limiting their practical potentials and theoretical validity in travel behavior modeli…