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Carlos Sevilla-Salcedo
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Year
Sparse semi-supervised heterogeneous interbattery bayesian analysis
C Sevilla-Salcedo, V Gómez-Verdejo, PM Olmos
Pattern recognition, 108141, 2021
122021
Multi-task longitudinal forecasting with missing values on Alzheimer’s disease
C Sevilla-Salcedo, V Imani, PM Olmos, V Gómez-Verdejo, J Tohka, ...
Computer Methods and Programs in Biomedicine 226, 107056, 2022
72022
Bayesian Sparse Factor Analysis with Kernelized Observations
C Sevilla-Salcedo, A Guerrero-López, PM Olmos, V Gómez-Verdejo
Neurocomputing 490, 66-78, 2020
62020
Automatic antibiotic resistance prediction in klebsiella pneumoniae based on maldi-tof mass spectra
A Guerrero-López, C Sevilla-Salcedo, A Candela, M Hernández-García, ...
Engineering Applications of Artificial Intelligence 118, 105644, 2023
32023
Regularized Bagged Canonical Component Analysis for Multiclass Learning in Brain Imaging
C Sevilla-Salcedo, V Gómez-Verdejo, J Tohka, ADN Initiative
Neuroinformatics, 2020
32020
Multi-objective genetic algorithm for multi-view feature selection
V Imani, C Sevilla-Salcedo, E Moradi, V Fortino, J Tohka
arXiv preprint arXiv:2305.18352, 2023
22023
A novel bayesian linear regression model for the analysis of neuroimaging data
A Belenguer-Llorens, C Sevilla-Salcedo, M Desco, ML Soto-Montenegro, ...
Applied Sciences 12 (5), 2571, 2022
22022
Multiview hierarchical variational autoencoders with factor analysis latent space
A Guerrero-López, C Sevilla-Salcedo, V Gómez-Verdejo, PM Olmos
arXiv preprint arXiv:2207.09185, 2022
22022
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach
V Imani, E Moradi, C Sevilla-Salcedo, V Fortino, J Tohka
International Conference on Advances in Computing Research, 392-403, 2024
2024
The Relevance Feature and Vector Machine for health applications
A Belenguer-Llorens, C Sevilla-Salcedo, E Parrado-Hernández, ...
arXiv preprint arXiv:2402.07079, 2024
2024
Rapid, automatic typing of Clostridioides difficile Ribotypes Using MALDI-TOF MS
M Sanchez-Blazquez, A Guerrero-Lopez, A Candela, ...
bioRxiv, 2024.01. 24.576988, 2024
2024
Bayesian learning of feature spaces for multitasks problems
C Sevilla-Salcedo, A Gallardo-Antolín, V Gómez-Verdejo, ...
arXiv preprint arXiv:2209.03028, 2022
2022
Multimodal hierarchical Variational AutoEncoders with Factor Analysis latent space
A Guerrero-López, C Sevilla-Salcedo, V Gómez-Verdejo, PM Olmos
arXiv preprint arXiv:2207.09185, 2022
2022
Extended-Spectrum Beta-Lactamase and Carbapenemase-Producing prediction in Klebsiella pneumoniae based on MALDI-TOF mass spectra
A Guerrero-López, C Sevilla-Salcedo, A Candela, M Hernández-García, ...
bioRxiv, 2021.10. 04.463058, 2021
2021
Latent representation for the characterisation of mental diseases
C Sevilla Salcedo
2021
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