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José Ángel Martín-Baos
José Ángel Martín-Baos
Computer Science PhD Student, Escuela Superior de Informática, University of Castilla-La Mancha
Dirección de correo verificada de uclm.es - Página principal
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A comparison of general-purpose optimization algorithms for finding optimal approximate experimental designs
R García-Ródenas, JC García-García, J López-Fidalgo, JÁ Martín-Baos, ...
Computational Statistics & Data Analysis 144, 106844, 2020
162020
Revisiting kernel logistic regression under the random utility models perspective. An interpretable machine-learning approach
JÁ Martín-Baos, R García-Ródenas, L Rodriguez-Benitez
Transportation Letters 13 (3), 151-162, 2021
102021
IoT based monitoring of air quality and traffic using regression analysis
JÁ Martín-Baos, L Rodriguez-Benitez, R García-Ródenas, J Liu
Applied Soft Computing 115, 108282, 2022
42022
Discrete choice modeling using Kernel Logistic Regression
JÁ Martín-Baos, R García-Ródenas, ML López-García, ...
Transportation Research Procedia 47, 457-464, 2020
42020
A comparative study of machine learning, deep neural networks and random utility maximization models for travel mode choice modelling
JC García-García, R García-Ródenas, JA López-Gómez, JÁ Martín-Baos
Transportation Research Procedia 62, 374-382, 2022
32022
Design and implementation of a software library for the estimation and analysis of non-parametric discrete choice models. Application to transport planning.
JÁ Martín Baos
Universidad de Castilla-La Mancha, 2020
22020
A general approach to fuzzy community detection in social networks
A Nino, S Reyes, JA Martin-Baos, C Munoz-Caro
2019 28th International Conference on Computer Communication and Networks …, 2019
12019
A Unimodal Ordered Logit model for ranked choices
M Wong, JÁ Martín-Baos, M Bierlaire
2021
A Python package for performing penalized maximum likelihood estimation of conditional logit models using Kernel Logistic Regression
JÁ Martín-Baos, R García-Ródenas, L Rodriguez-Benitez
Transportation Research Procedia 58, 61-68, 2021
2021
A methodology for monitoring traffic flow and air pollution in urban areas
JÁ Martín-Baos, R García-Ródenas, L Rodríguez-Benítez
Welcome letter iii, 16, 2019
2019
An integrated low-cost IoT approach for monitoring road traffic and air pollution in urban areas.
JÁ Martín-Baos
Universidad de Castilla-La Mancha, 2018
2018
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