Julio Alberto Lopez Gomez

The time slot allocation problem in liberalised passenger railway markets: a multi-objective approach featured image

The time slot allocation problem in liberalised passenger railway markets: a multi-objective approach

This paper addresses the time slot allocation problem within the context of a liberalized passenger railway market as a multi-objective model. We propose two criteria for making …

nikola-besinovic
A prediction and behavioural analysis of machine learning methods for modelling travel mode choice featured image

A prediction and behavioural analysis of machine learning methods for modelling travel mode choice

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 …

jose-angel-martin-baos
ROBIN: Rail mOBIlity simulatioN featured image

ROBIN: Rail mOBIlity simulatioN

ester-del-castillo-herrera
A comparative study of machine learning, deep neural networks and random utility maximization models for travel mode choice modelling featured image

A comparative study of machine learning, deep neural networks and random utility maximization models for travel mode choice modelling

Traditionally, Random Utility Maximization (RUM) models have been widely applied to travel mode choice modelling. Currently, Machine Learning (ML) models are being applied as an …

jose-carlos-garcia-garcia