Optimization with constraint learning for pricing services under competition
Ricardo Garcia Rodenas
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
Un enfoque práctico para la enseñanza de Álgebra y Matemática Discreta mediante clase invertida en Ingeniería Informática
A model for pricing freight rail transport access costs: economic and environmental perspectives
In deregulated railway markets, efficient management of infrastructure charges is essential for sustaining railway systems. This study sets out a method for infrastructure managers …
ricardo-garcia-rodenas
Scalable kernel logistic regression with Nyström approximation: Theoretical analysis and application to discrete choice modelling
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 …
jose-angel-martin-baos
Enhancing the convergence speed of line search methods: Applications in Neural Network training
An Optimization Model for Determining Access Costs in Rail Freight Transportation
ricardo-garcia-rodenas
An optimal control model for determining freight rail transport access costs
ricardo-garcia-rodenas
PyKernelLogit: Penalised maximum likelihood estimation of Kernel Logistic Regression in Python
This paper presents a software package developed in Python that allows the application of the technique known as Kernel Logistic Regression (KLR), a Machine Learning (ML) tool, to …
jose-angel-martin-baos
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