Multi-view hierarchical Variational AutoEncoders with Factor Analysis latent space. - Alejandro Guerrero-López; Carlos Sevilla-Salcedo; Vanessa Gómez-Verdejo; Pablo M. Olmos (CoRR, 2022)

Bayesian sparse factor analysis with kernelized observations. - Carlos Sevilla-Salcedo; Alejandro Guerrero-López; Pablo M. Olmos; Vanessa Gómez-Verdejo (Neurocomputing, 2022)

Automatic antibiotic resistance prediction in Klebsiella pneumoniae based on MALDI-TOF mass spectra. - Alejandro Guerrero-López; Carlos Sevilla-Salcedo; Ana Candela; Marta Hernández-García; Emilia Cercenado; Pablo M. Olmos; Rafael Cantón; Patricia Muñoz; Vanessa Gómez-Verdejo; Rosa del Campo; Belén Rodríguez-Sánchez (Eng. Appl. Artif. Intell., 2023)

Detecting train driveshaft damages using accelerometer signals and Differential Convolutional Neural Networks. - Antía López Galdo; Alejandro Guerrero-López; Pablo M. Olmos; María Jesús Gómez García (Eng. Appl. Artif. Intell., 2023)

NeuroVoz: a Castillian Spanish corpus of parkinsonian speech. - Janaina Mendes-Laureano; Jorge Andrés Gómez García; Alejandro Guerrero-López; Elisa Luque-Buzo; Julián D. Arias-Londoño; Francisco J. Grandas-Pérez; Juan Ignacio Godino-Llorente (CoRR, 2024)

Exploring the power of photoplethysmogram matrix for atrial fibrillation detection with integrated explainability. - Caterina Fuster-Barceló; Alejandro Guerrero-López; Carmen Camara; Pedro Peris-Lopez (Eng. Appl. Artif. Intell., 2024)

Automatic semantic segmentation of the osseous structures of the paranasal sinuses. - Yichun Sun; Alejandro Guerrero-López; Julián D. Arias-Londoño; Juan Ignacio Godino-Llorente (Comput. Medical Imaging Graph., 2025)

Transformer Vibration Forecasting for Advancing Rail Safety and Maintenance 4.0. - Darío C. Larese; Almudena Bravo Cerrada; Gabriel Dambrosio Tomei; Alejandro Guerrero-López; Pablo M. Olmos; María Jesús Gómez García (CoRR, 2025)

Automated web-based typing of Clostridioides difficile ribotypes via MALDI-TOF MS. - Mario Blázquez-Sánchez; Alejandro Guerrero-López; Ana Candela; Albert Belenguer-Llorens; José Miguel Moreno; Carlos Sevilla-Salcedo; María Sánchez-Cueto; Manuel J. Arroyo; Mark Gutiérrez-Pareja; Vanessa Gómez-Verdejo; Pablo M. Olmos; Luis Mancera; et al. (BMC Bioinform., 2025)