Kernel-Based Fisher Discriminant Analysis for Microarray Data. - Ferran Reverter; Esteban Vegas (Spanish Bioinformatics Conference, 2004)

Multivariate Methods for the Integration and Visualization of Omics Data. - 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 (JBI, 2010)

Mining Gene Expression Profiles: An Integrated Implementation of Kernel Principal Component Analysis and Singular Value Decomposition. - Ferran Reverter; Esteban Vegas; Pedro Sánchez (Genom. Proteom. Bioinform., 2010)

A Comparison of Spectrum Kernel Machines for Protein Subnuclear Localization. - Esteban Vegas; Ferran Reverter; Josep M. Oller; José M. Elías (IbPRIA, 2011)

Kernel-PCA data integration with enhanced interpretability. - Ferran Reverter; Esteban Vegas; Josep M. Oller (BMC Syst. Biol., 2014)

Inferring differentially expressed pathways using kernel maximum mean discrepancy-based test. - Esteban Vegas; Josep M. Oller; Ferran Reverter (BMC Bioinform., 2016)

Kernel Conditional Embeddings for Associating Omic Data Types. - Ferran Reverter; Esteban Vegas; Josep M. Oller (IWBBIO (1), 2018)

SVM-RFE: selection and visualization of the most relevant features through non-linear kernels. - Hector Sanz; Clarissa Valim; Esteban Vegas; Josep M. Oller; Ferran Reverter (BMC Bioinform., 2018)

Exploring functional conservation in silico: a new machine learning approach to RNA-editing. - Michal Zawisza-Álvarez; Jesús Peñuela-Melero; Esteban Vegas; Ferran Reverter; Jordi Garcia-Fernàndez; Carlos Herrera-Úbeda (Briefings Bioinform., 2024)