José Ángel Martín Baos
José Ángel Martín Baos
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Publications
Type
Conference paper
Journal article
Thesis
Date
2023
2022
2021
2020
2019
José Ángel Martín-Baos
,
Julio Alberto López-Gómez
,
Luis Rodriguez-Benitez
,
Tim Hillel
,
Ricardo García-Ródenas
(2023).
A prediction and behavioural analysis of machine learning methods for modelling travel mode choice
.
Transportation Research Part C: Emerging Technologies
.
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DOI
URL
ArXiv preprint
José Ángel Martín-Baos
(2023).
Machine learning methods applied to transport demand modelling
. Universidad de Castilla-La Mancha.
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URL
José Carlos García-García
,
Ricardo García-Ródenas
,
Julio Alberto López-Gómez
,
José Ángel Martín-Baos
(2022).
A comparative study of machine learning, deep neural networks and random utility maximization models for travel mode choice modelling
.
Transportation Research Procedia
.
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DOI
URL
José Ángel Martín-Baos
,
Luis Rodriguez-Benitez
,
Ricardo García-Ródenas
,
Jun Liu
(2022).
IoT based monitoring of air quality and traffic using regression analysis
.
Applied Soft Computing
.
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José Ángel Martín-Baos
,
Ricardo García-Ródenas
,
Luis Rodriguez-Benitez
(2021).
A Python package for performing penalized maximum likelihood estimation of conditional logit models using Kernel Logistic Regression
.
Transportation Research Procedia
.
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DOI
URL
José Ángel Martín-Baos
,
Ricardo García-Ródenas
,
Luis Rodriguez-Benitez
(2021).
Revisiting kernel logistic regression under the random utility models perspective. An interpretable machine-learning approach
.
Transportation Letters
.
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DOI
Ricardo García-Ródenas
,
José Carlos García-García
,
Jesús López-Fidalgo
,
José Ángel Martín-Baos
,
Weng Kee Wong
(2020).
A comparison of general-purpose optimization algorithms for finding optimal approximate experimental designs
.
Computational Statistics and Data Analysis
.
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José Ángel Martín-Baos
,
Ricardo García-Ródenas
,
María Luz López-García
,
Luis Rodriguez-Benitez
(2020).
Discrete choice modeling using Kernel Logistic Regression
.
Transportation Research Procedia
.
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Alfonso Niño
,
Sebastián Reyes
,
José Ángel Martín-Baos
,
Camelia Muñoz-Caro
(2019).
A general approach to fuzzy community detection in social networks
.
Proceedings - International Conference on Computer Communications and Networks, ICCCN
.
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