José Ángel Martín-Baos

IoT based monitoring of air quality and traffic using regression analysis

José Ángel Martín-Baos, Luis Rodríguez-Benítez, Ricardo Garćıa-Ródenas et al. · Applied Soft Computing · 2021 · 59 citations · Full text

Pollution Detection, Environmental Monitoring, Engineering +9

A prediction and behavioural analysis of machine learning methods for modelling travel mode choice

José Ángel Martín-Baos, Julio Alberto López-Gómez, Luis Rodríguez-Benítez et al. · Transportation Research Part C Emerging Technologies · 2023 · 40 citations

Route Choice, Behavioural Analysis, Engineering +11

A comparative study of machine learning, deep neural networks and random utility maximization models for travel mode choice modelling

José Carlos García-García, Ricardo Garćıa-Ródenas, Julio Alberto López-Gómez et al. · Transportation research procedia · 2022 · 29 citations · Full text

Rum Models, Engineering, Machine Learning +19

Revisiting kernel logistic regression under the random utility models perspective. An interpretable machine-learning approach

José Ángel Martín-Baos, Ricardo Garćıa-Ródenas, Luis Rodríguez-Benítez · Transportation Letters · 2021 · 25 citations · Full text

Engineering, Machine Learning, Random Utility Model +24

A comparison of general-purpose optimization algorithms for finding optimal approximate experimental designs

Ricardo Garćıa-Ródenas, José Carlos García-García, Jesús López–Fidalgo et al. · Computational Statistics & Data Analysis · 2019 · 21 citations · Full text

Numerical Analysis, General-purpose Optimization Algorithms, Large-scale Global Optimization +12