| 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 | 33 | 2022 |
| 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 | 25 | 2020 |
| 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 | 24 | 2021 |
| 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 | 13 | 2022 |
| Discrete choice modeling using Kernel Logistic Regression JÁ Martín-Baos, R García-Ródenas, ML López-García, ... Transportation Research Procedia 47, 457-464, 2020 | 7 | 2020 |
| 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 | 4 | 2021 |
| 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 | 2 | 2023 |
| 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 | 2 | 2019 |
| 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 | 2 | 2019 |
| 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 | | 2024 |
| 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 |
| 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 | | 2023 |
| 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 | | 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 |
Julio Alberto Lopez GomezAssociate Professor, University of Castilla la ManchaDirección de correo verificada de uclm.es
