151 citations · 168 across the 3 of their papers we have counts for
3 papers
Nonnegative OPLS for Supervised Design of Filter Banks: Application to Image and Audio Feature Extraction
Sergio Muñoz-Romero, Jerónimo Arenas García, Vanessa Gómez-Verdejo
Audio or visual data analysis tasks usually have to deal with high-dimensional and nonnegative signals. However, most data analysis methods suffer from overfitting and numerical pr…
Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection
Sergio Muñoz-Romero, Vanessa Gómez-Verdejo, Jerónimo Arenas-García
Multivariate Analysis (MVA) comprises a family of well-known methods for feature extraction which exploit correlations among input variables representing the data. One important pr…
Combinations of Adaptive Filters
Jerónimo Arenas-García, Luis A. Azpicueta-Ruiz, Magno T. M. Silva +2
Adaptive filters are at the core of many signal processing applications, ranging from acoustic noise supression to echo cancelation, array beamforming, channel equalization, to mor…