Esteban Vegas

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 4

Top Topics

Differentially Expressed

Dimensionality Reduction

Top Venues

Briefings Bioinform.

BMC Syst. Biol.

Publications

Michal Zawisza-Álvarez, Jesús Peñuela-Melero, Esteban Vegas, Ferran Reverter, Jordi Garcia-Fernàndez, Carlos Herrera-Úbeda
: a new machine learning approach to RNA-editing. Briefings Bioinform. 25 (4) (2024)
Hector Sanz, Clarissa Valim, Esteban Vegas, Josep M. Oller, Ferran Reverter
SVM-RFE: selection and visualization of the most relevant features through non-linear kernels. BMC Bioinform. 19 (1) (2018)
Ferran Reverter, Esteban Vegas, Josep M. Oller
Kernel Conditional Embeddings for Associating Omic Data Types. IWBBIO (1) (2018)
Esteban Vegas, Josep M. Oller, Ferran Reverter
Inferring differentially expressed pathways using kernel maximum mean discrepancy-based test. BMC Bioinform. 17 (S-5) (2016)
Ferran Reverter, Esteban Vegas, Josep M. Oller
Kernel-PCA data integration with enhanced interpretability. BMC Syst. Biol. 8 (S-2) (2014)
Esteban Vegas, Ferran Reverter, Josep M. Oller, José M. Elías
A Comparison of Spectrum Kernel Machines for Protein Subnuclear Localization. IbPRIA (2011)
Alex Sánchez, José Fernández-Real, Esteban Vegas, Francesc Carmona, Jacques Amar, Remy Burcelin, Matteo Serino, Francisco Tinahones, M. Carmen Ruíz de Villa, Antonio Minãrro, Ferran Reverter
Multivariate Methods for the Integration and Visualization of Omics Data. JBI (2010)
Ferran Reverter, Esteban Vegas, Pedro Sánchez
Mining Gene Expression Profiles: An Integrated Implementation of Kernel Principal Component Analysis and Singular Value Decomposition. Genom. Proteom. Bioinform. 8 (3) (2010)
Ferran Reverter, Esteban Vegas
Kernel-Based Fisher Discriminant Analysis for Microarray Data. Spanish Bioinformatics Conference (2004)