Esteban Vegas

According to our database, Esteban Vegas authored at least 9 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Exploring functional conservation <i>in silico</i>: 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

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

Kernel Conditional Embeddings for Associating Omic Data Types.

Ferran Reverter, Esteban Vegas, Josep M. Oller

Proceedings of the Bioinformatics and Biomedical Engineering, 2018

2016

Inferring differentially expressed pathways using kernel maximum mean discrepancy-based test.

Esteban Vegas, Josep M. Oller, Ferran Reverter

BMC Bioinform., 2016

2014

Kernel-PCA data integration with enhanced interpretability.

Ferran Reverter, Esteban Vegas, Josep M. Oller

BMC Syst. Biol., 2014

2011

A Comparison of Spectrum Kernel Machines for Protein Subnuclear Localization.

Esteban Vegas, Ferran Reverter, Josep M. Oller, José M. Elías

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

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

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

Proceedings of the Bioinformatics for Personalized Medicine, 2010

2004

Kernel-Based Fisher Discriminant Analysis for Microarray Data.

Ferran Reverter, Esteban Vegas

Proceedings of the 5th Annual Spanish Bioinformatics Conference, Barcelona, Catalonia, 2004