Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and Performance. - Ioanna Arkoudi; Carlos Lima Azevedo; Francisco C. Pereira (CoRR, 2021)

Predicting Trip Activities and Modes Using Long Short-Term Memory Models and Geospatial Representations. - Ioanna Arkoudi; Atefeh Hemmati Golsefidi; Lorena Torres Lahoz; Francisco Câmara Pereira (ITSC, 2023)

Attitudes and Latent Class Choice Models using Machine learning. - Lorena Torres Lahoz; Francisco Câmara Pereira; Georges Sfeir; Ioanna Arkoudi; Mayara Moraes Monteiro; Carlos Lima Azevedo (CoRR, 2023)