Carlos Sevilla-Salcedo

According to our database, Carlos Sevilla-Salcedo authored at least 19 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, Patricia Muñoz, Mercedes Marín, Luis Alcalá, David Rodríguez-Temporal, Belén Rodríguez-Sánchez

BMC Bioinform., December, 2025

CLARAE: Clarity Preserving Reconstruction AutoEncoder for Denoising and Rhythm Classification of Intracardiac Electrograms.

Long Lin, Pablo Peiro-Corbacho, Pablo Ávila, Alejandro Carta-Bergaz, Angel Arenal, Gonzalo Rios-Muñoz, Carlos Sevilla-Salcedo

CoRR, October, 2025

Interpretable Generative and Discriminative Learning for Multimodal and Incomplete Clinical Data.

Albert Belenguer-Llorens, Carlos Sevilla-Salcedo, Janaina Mourão Miranda, Vanessa Gómez-Verdejo

CoRR, October, 2025

Latent Representations of Intracardiac Electrograms for Atrial Fibrillation Driver Detection.

Pablo Peiro-Corbacho, Long Lin, Pablo Ávila, Alejandro Carta-Bergaz, Angel Arenal, Carlos Sevilla-Salcedo, Gonzalo Rios-Muñoz

CoRR, July, 2025

Virtual Laboratories: Domain-agnostic workflows for research.

Carlos Sevilla-Salcedo, Armi Tiihonen, Mahsa Asadi, Kevin Sebastian Luck, Aras Umut Erarslan, Arto Klami, Samuel Kaski

CoRR, July, 2025

Unified Bayesian representation for high-dimensional multi-modal biomedical data for small-sample classification.

Albert Belenguer-Llorens, Carlos Sevilla-Salcedo, Jussi Tohka, Vanessa Gómez-Verdejo

Eng. Appl. Artif. Intell., 2025

Addressing wide-data studies of gene expression microarrays with the Relevance Feature and Vector Machine.

Albert Belenguer-Llorens, Carlos Sevilla-Salcedo, Emilio Parrado-Hernández, Vanessa Gómez-Verdejo

Comput. Biol. Medicine, 2025

2024

Bayesian learning of feature spaces for multitask regression.

Carlos Sevilla-Salcedo, Ascensión Gallardo-Antolín, Vanessa Gómez-Verdejo, Emilio Parrado-Hernández

Neural Networks, 2024

The Relevance Feature and Vector Machine for health applications.

Albert Belenguer-Llorens, Carlos Sevilla-Salcedo, Emilio Parrado-Hernández, Vanessa Gómez-Verdejo

CoRR, 2024

Multi-objective genetic algorithm for multi-view feature selection.

Vandad Imani, Carlos Sevilla-Salcedo, Elaheh Moradi, Vittorio Fortino, Jussi Tohka

Appl. Soft Comput., 2024

Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach.

Vandad Imani, Elaheh Moradi, Carlos Sevilla-Salcedo, Vittorio Fortino, Jussi Tohka

Proceedings of the Second International Conference on Advances in Computing Research, 2024

2023

Automatic antibiotic resistance prediction in <i>Klebsiella pneumoniae</i> 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

Multi-Objective Genetic Algorithm for Multi-View Feature Selection.

Vandad Imani, Carlos Sevilla-Salcedo, Vittorio Fortino, Jussi Tohka

CoRR, 2023

2022

Bayesian sparse factor analysis with kernelized observations.

Carlos Sevilla-Salcedo, Alejandro Guerrero-López, Pablo M. Olmos, Vanessa Gómez-Verdejo

Neurocomputing, 2022

Bayesian learning of feature spaces for multitasks problems.

Carlos Sevilla-Salcedo, Ascensión Gallardo-Antolín, Vanessa Gómez-Verdejo, Emilio Parrado-Hernández

CoRR, 2022

Multi-view hierarchical Variational AutoEncoders with Factor Analysis latent space.

Alejandro Guerrero-López, Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo, Pablo M. Olmos

CoRR, 2022

Multi-task longitudinal forecasting with missing values on Alzheimer's disease.

Carlos Sevilla-Salcedo, Vandad Imani, Pablo M. Olmos, Vanessa Gómez-Verdejo, Jussi Tohka

Comput. Methods Programs Biomed., 2022

2021

Sparse semi-supervised heterogeneous interbattery bayesian analysis.

Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo, Pablo M. Olmos

Pattern Recognit., 2021

2020

Regularized Bagged Canonical Component Analysis for Multiclass Learning in Brain Imaging.

Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo, Jussi Tohka

Neuroinformatics, 2020