Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and Performance

Ioanna Arkoudi, Carlos Lima Azevedo, Francisco C. Pereira

This study proposes a novel approach that combines theory and data-driven choice models using Artificial Neural Networks (ANNs). In particular, we use continuous vector representat…