Theory-based residual neural networks: A synergy of discrete choice models and deep neural networks

Shenhao Wang, Baichuan Mo, Jinhua Zhao

Researchers often treat data-driven and theory-driven models as two disparate or even conflicting methods in travel behavior analysis. However, the two methods are highly complemen…