58 citations · 63 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 5 cited
Scalable Kernel Logistic Regression with Nyström Approximation: Theoretical Analysis and Application to Discrete Choice Modelling
José Ángel Martín-Baos, Ricardo García-Ródenas, Luis Rodriguez-Benitez +1
The application of kernel-based Machine Learning (ML) techniques to discrete choice modelling using large datasets often faces challenges due to memory requirements and the conside…
cs.LG2023★ 58 cited
A prediction and behavioural analysis of machine learning methods for modelling travel mode choice
José Ángel Martín-Baos, Julio Alberto López-Gómez, Luis Rodriguez-Benitez +2
The emergence of a variety of Machine Learning (ML) approaches for travel mode choice prediction poses an interesting question to transport modellers: which models should be used f…