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

2 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ML2021★ 2 cited

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…

cs.MA2020★ 1 cited

Bayesian Optimization of Area-based Road Pricing

Renming Liu, Yu Jiang, Carlos Lima Azevedo

This study presents a Bayesian Optimization framework for area- and distance-based time-of-day pricing (TODP) for urban networks. The road pricing optimization problem can reach hi…