Carlos Sevilla-Salcedo

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Bayesian Learning

Component Analysis

Multiclass Learning

Feature Selection

Top Venues

Pattern Recognit.

Eng. Appl. Artif. Intell.

Publications

Albert Belenguer-Llorens, Carlos Sevilla-Salcedo, Emilio Parrado-Hernández, Vanessa Gómez-Verdejo
The Relevance Feature and Vector Machine for health applications. CoRR (2024)
Vandad Imani, Elaheh Moradi, Carlos Sevilla-Salcedo, Vittorio Fortino, Jussi Tohka
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach. ACR (2024)
Vandad Imani, Elaheh Moradi, Carlos Sevilla-Salcedo, Vittorio Fortino, Jussi Tohka
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach. CoRR (2024)
Vandad Imani, Carlos Sevilla-Salcedo, Vittorio Fortino, Jussi Tohka
Multi-Objective Genetic Algorithm for Multi-View Feature Selection. CoRR (2023)
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
based on MALDI-TOF mass spectra. Eng. Appl. Artif. Intell. 118 (2023)
Carlos Sevilla-Salcedo, Alejandro Guerrero-López, Pablo M. Olmos, Vanessa Gómez-Verdejo
Bayesian sparse factor analysis with kernelized observations. Neurocomputing 490 (2022)
Carlos Sevilla-Salcedo, Vandad Imani, Pablo M. Olmos, Vanessa Gómez-Verdejo, Jussi Tohka
Multi-task longitudinal forecasting with missing values on Alzheimer's Disease. CoRR (2022)
Carlos Sevilla-Salcedo, Vandad Imani, Pablo M. Olmos, Vanessa Gómez-Verdejo, Jussi Tohka
Multi-task longitudinal forecasting with missing values on Alzheimer's disease. Comput. Methods Programs Biomed. 226 (2022)
Alejandro Guerrero-López, Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo, Pablo M. Olmos
Multi-view hierarchical Variational AutoEncoders with Factor Analysis latent space. CoRR (2022)
Carlos Sevilla-Salcedo, Ascensión Gallardo-Antolín, Vanessa Gómez-Verdejo, Emilio Parrado-Hernández
Bayesian learning of feature spaces for multitasks problems. CoRR (2022)
Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo, Pablo M. Olmos
Sparse semi-supervised heterogeneous interbattery bayesian analysis. Pattern Recognit. 120 (2021)
Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo, Pablo M. Olmos
Sparse Semi-supervised Heterogeneous Interbattery Bayesian Analysis. CoRR (2020)
Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo, Jussi Tohka
Regularized Bagged Canonical Component Analysis for Multiclass Learning in Brain Imaging. Neuroinformatics 18 (4) (2020)
Carlos Sevilla-Salcedo, Alejandro Guerrero-López, Pablo M. Olmos, Vanessa Gómez-Verdejo
Bayesian Sparse Factor Analysis with Kernelized Observations. CoRR (2020)