Seguir
José Ángel Martín-Baos
José Ángel Martín-Baos
Assistant Professor at University of Castilla-La Mancha
Dirección de correo verificada de uclm.es - Página principal
Título
Citado por
Citado por
Año
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
442022
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
272021
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
272020
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
192022
Discrete choice modeling using Kernel Logistic Regression
JÁ Martín-Baos, R García-Ródenas, ML López-García, ...
Transportation Research Procedia 47, 457-464, 2020
72020
A prediction and behavioural analysis of machine learning methods for modelling travel mode choice
JÁ Martín-Baos, JA López-Gómez, L Rodriguez-Benitez, T Hillel, ...
Transportation Research Part C: Emerging Technologies 156, 104318, 2023
42023
Experiencia docente preliminar con ChatGPT: desafíos y adaptaciones
FP Romero, J Serrano-Guerrero, JA López-Gómez, L Jiménez Linares, ...
Asociación de Enseñantes Universitarios de la Informática (AENUI), 2023
42023
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
42021
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
32019
ChatGPT: reflexiones sobre la irrupción de la inteligencia artificial generativa en la docencia universitaria
L Jiménez Linares, JA López-Gómez, JÁ Martín-Baos, FP Romero, ...
Asociación de Enseñantes Universitarios de la Informática (AENUI), 2023
22023
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, 2019
22019
PyKernelLogit: Penalised maximum likelihood estimation of Kernel Logistic Regression in Python
JÁ Martín-Baos, R García-Ródenas, MLL García, L Rodriguez-Benitez
Software Impacts 19, 100608, 2024
12024
Scalable Kernel Logistic Regression with Nyström Approximation: Theoretical Analysis and Application to Discrete Choice Modelling
JÁ Martín-Baos, R García-Ródenas, L Rodriguez-Benitez, M Bierlaire
arXiv preprint arXiv:2402.06763, 2024
2024
The time slot allocation problem in liberalised passenger railway markets: a multi-objective approach
N Bešinović, R García-Ródenas, ML López-García, JA López-Gómez, ...
arXiv preprint arXiv:2401.12073, 2024
2024
ROBIN: Rail mOBIlity simulatioN
E del Castillo-Herrera, R García-Ródenas, L Jimenez-Linares, ...
Transportation Research Procedia 78, 158-165, 2024
2024
Optimization techniques for Kernel Logistic Regression on large-scale datasets: A comparative study
JÁ Martín-Baos, R García-Ródenas, L Rodriguez-Benitez
Editorial Universitat Politècnica de València, 2023
2023
Machine learning methods applied to transport demand modelling
JÁ Martín Baos
Universidad de Castilla-La Mancha, 2023
2023
A Unimodal Ordered Logit model for ranked choices
M Wong, JÁ Martín-Baos, M Bierlaire
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
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20