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Jos'e 'Angel Mart'in-Baos

3 papers hereh-index 247 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedScalable Kernel Logistic Regression with Nyström Approximation: Theoretical Analysis and Application to Discrete Choice Modelling

5 citations · 5 across the 2 of their papers we have counts for

collaborators

3 papers

math.OC2025

A model for pricing freight rail transport access costs: economic and environmental perspectives

Ricardo García-Ródenas, Esteve Codina, Luis Cadarso +2

In deregulated railway markets, efficient management of infrastructure charges is essential for sustaining railway systems. This study sets out a method for infrastructure managers…

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

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…

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