Carlos Sevilla-Salcedo

28 papers Journal 27Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bayesian Integration of Nonlinear Incomplete Clinical Data.
CoRR
Lucía González-Zamorano, Nuria Balbás-Esteban, Vanessa Gómez-Verdejo, Albert Belenguer-Llorens, Carlos Sevilla-Salcedo
2026 J jnl
Interpretable generative and discriminative learning for multimodal and incomplete clinical data.
Inf. Fusion
Albert Belenguer-Llorens, Carlos Sevilla-Salcedo, Janaina Mourão Miranda, Vanessa Gómez-Verdejo
2025 J jnl
AI-driven Generation of MALDI-TOF MS for Microbial Characterization.
CoRR
Lucía Schmidt-Santiago, David Rodríguez-Temporal, Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo
2025 J jnl
Addressing wide-data studies of gene expression microarrays with the Relevance Feature and Vector Machine.
Comput. Biol. Medicine
Albert Belenguer-Llorens, Carlos Sevilla-Salcedo, Emilio Parrado-Hernández, Vanessa Gómez-Verdejo
2025 J jnl
Automated web-based typing of Clostridioides difficile ribotypes via MALDI-TOF MS.
BMC Bioinform.
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
2025 J jnl
CLARAE: Clarity Preserving Reconstruction AutoEncoder for Denoising and Rhythm Classification of Intracardiac Electrograms.
CoRR
Long Lin, Pablo Peiro-Corbacho, Pablo Ávila, Alejandro Carta-Bergaz, Angel Arenal, Gonzalo R. Ríos-Muñoz, Carlos Sevilla-Salcedo
2025 J jnl
Consecutive Preferential Bayesian Optimization.
CoRR
Aras Erarslan, Carlos Sevilla-Salcedo, Ville Tanskanen, Anni Nisov, Eero Päiväkumpu, Heikki Aisala, Kaisu Honkapää, Arto Klami, Petrus Mikkola
2025 J jnl
Interpretable Generative and Discriminative Learning for Multimodal and Incomplete Clinical Data.
CoRR
Albert Belenguer-Llorens, Carlos Sevilla-Salcedo, Janaina Mourão Miranda, Vanessa Gómez-Verdejo
2025 J jnl
Latent Representations of Intracardiac Electrograms for Atrial Fibrillation Driver Detection.
CoRR
Pablo Peiro-Corbacho, Long Lin, Pablo Ávila, Alejandro Carta-Bergaz, Angel Arenal, Carlos Sevilla-Salcedo, Gonzalo R. Ríos-Muñoz
2025 J jnl
Unified Bayesian representation for high-dimensional multi-modal biomedical data for small-sample classification.
Eng. Appl. Artif. Intell.
Albert Belenguer-Llorens, Carlos Sevilla-Salcedo, Jussi Tohka, Vanessa Gómez-Verdejo
2025 J jnl
Virtual Laboratories: Domain-agnostic workflows for research.
CoRR
Carlos Sevilla-Salcedo, Armi Tiihonen, Mahsa Asadi, Kevin Sebastian Luck, Aras Umut Erarslan, Arto Klami, Samuel Kaski
2024 J jnl
Bayesian learning of feature spaces for multitask regression.
Neural Networks
Carlos Sevilla-Salcedo, Ascensión Gallardo-Antolín, Vanessa Gómez-Verdejo, Emilio Parrado-Hernández
2024 J jnl
Multi-objective genetic algorithm for multi-view feature selection.
Appl. Soft Comput.
Vandad Imani, Carlos Sevilla-Salcedo, Elaheh Moradi, Vittorio Fortino, Jussi Tohka
2024 — conf
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach.
ACR
Vandad Imani, Elaheh Moradi, Carlos Sevilla-Salcedo, Vittorio Fortino, Jussi Tohka
2024 J jnl
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach.
CoRR
Vandad Imani, Elaheh Moradi, Carlos Sevilla-Salcedo, Vittorio Fortino, Jussi Tohka
2024 J jnl
The Relevance Feature and Vector Machine for health applications.
CoRR
Albert Belenguer-Llorens, Carlos Sevilla-Salcedo, Emilio Parrado-Hernández, Vanessa Gómez-Verdejo
2024 J jnl
Unified Bayesian representation for high-dimensional multi-modal biomedical data for small-sample classification.
CoRR
Albert Belenguer-Llorens, Carlos Sevilla-Salcedo, Jussi Tohka, Vanessa Gómez-Verdejo
2023 J jnl
Automatic antibiotic resistance prediction in
Eng. Appl. Artif. Intell.
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
2023 J jnl
Multi-Objective Genetic Algorithm for Multi-View Feature Selection.
CoRR
Vandad Imani, Carlos Sevilla-Salcedo, Vittorio Fortino, Jussi Tohka
2022 J jnl
Bayesian learning of feature spaces for multitasks problems.
CoRR
Carlos Sevilla-Salcedo, Ascensión Gallardo-Antolín, Vanessa Gómez-Verdejo, Emilio Parrado-Hernández
2022 J jnl
Bayesian sparse factor analysis with kernelized observations.
Neurocomputing
Carlos Sevilla-Salcedo, Alejandro Guerrero-López, Pablo M. Olmos, Vanessa Gómez-Verdejo
2022 J jnl
Multi-task longitudinal forecasting with missing values on Alzheimer's Disease.
CoRR
Carlos Sevilla-Salcedo, Vandad Imani, Pablo M. Olmos, Vanessa Gómez-Verdejo, Jussi Tohka
2022 J jnl
Multi-task longitudinal forecasting with missing values on Alzheimer's disease.
Comput. Methods Programs Biomed.
Carlos Sevilla-Salcedo, Vandad Imani, Pablo M. Olmos, Vanessa Gómez-Verdejo, Jussi Tohka
2022 J jnl
Multi-view hierarchical Variational AutoEncoders with Factor Analysis latent space.
CoRR
Alejandro Guerrero-López, Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo, Pablo M. Olmos
2021 J jnl
Sparse semi-supervised heterogeneous interbattery bayesian analysis.
Pattern Recognit.
Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo, Pablo M. Olmos
2020 J jnl
Bayesian Sparse Factor Analysis with Kernelized Observations.
CoRR
Carlos Sevilla-Salcedo, Alejandro Guerrero-López, Pablo M. Olmos, Vanessa Gómez-Verdejo
2020 J jnl
Regularized Bagged Canonical Component Analysis for Multiclass Learning in Brain Imaging.
Neuroinformatics
Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo, Jussi Tohka
2020 J jnl
Sparse Semi-supervised Heterogeneous Interbattery Bayesian Analysis.
CoRR
Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo, Pablo M. Olmos