Fast Classification with Neural Networks via Confidence Rating. - Jerónimo Arenas-García; Vanessa Gómez-Verdejo; Sergio Muñoz-Romero; Manuel Ortega-Moral; Aníbal R. Figueiras-Vidal (IWANN, 2005)

Real Adaboost Ensembles with Emphasized Subsampling. - Sergio Muñoz-Romero; Jerónimo Arenas-García; Vanessa Gómez-Verdejo (IWANN (1), 2009)

Semisupervised kernel orthonormalized partial least squares. - Emma Izquierdo-Verdiguier; Jerónimo Arenas-García; Sergio Muñoz-Romero; Luis Gómez-Chova; Gustavo Camps-Valls (MLSP, 2012)

Iterative orthonormalized partial least squares with sparsity constraints. - Sergio Muñoz-Romero; Jerónimo Arenas-García; Vanessa Gómez-Verdejo (ICASSP, 2013)

Sparse and kernel OPLS feature extraction based on eigenvalue problem solving. - Sergio Muñoz-Romero; Jerónimo Arenas-García; Vanessa Gómez-Verdejo (Pattern Recognit., 2015)

Auto-Cropping of Phone Camera Color Images to Segment Cardiac Signals in ECG Printouts. - Fernando Lozano-Fernández; Inmaculada Mora-Jiménez; Margarita Sanromán-Junquera; Sergio Muñoz-Romero; Arcadio García-Alberola; José Luis Rojo-Álvarez (CinC, 2016)

An Approach to New Methods for Digital Processing on Optical Mapping Sequences and Electrical Mapping. - Sergio Muñoz-Romero; Margarita Sanromán-Junquera; Cristina Soguero-Ruíz; Inmaculada Mora-Jiménez; Raúl Caulier-Cisterna; Javier Moreno-Planas; Jorge García-Quintanilla; Arcadi García-Alberola; José Luis Rojo-Álvarez (CinC, 2016)

Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection. - Sergio Muñoz-Romero; Vanessa Gómez-Verdejo; Jerónimo Arenas-García (IEEE Comput. Intell. Mag., 2016)

Effect of Different Ventricular Arrhythmia Origin on Cardiac Sound Variability Using M-mode Signal Representation. - Raúl Ortiz-Puente; Margarita Sanromán-Junquera; Sergio Muñoz-Romero; Mariano Barbero-Puchades; Mercedes Ortiz; Rebeca Goya-Esteban; José Luis Rojo-Álvarez; Jesús Almendral-Garrote (CinC, 2017)

A novel framework for parsimonious multivariate analysis. - Sergio Muñoz-Romero; Vanessa Gómez-Verdejo; Emilio Parrado-Hernández (Pattern Recognit., 2017)

Water Quality Sensing and Spatio-Temporal Monitoring Structure with Autocorrelation Kernel Methods. - Iván P. Vizcaíno; Enrique V. Carrera; Sergio Muñoz-Romero; Luis H. Cumbal; José Luis Rojo-Álvarez (Sensors, 2017)

T-Wave Alternans Analysis With Electrocardiographic Imaging. - José Luis Rojo-Álvarez; Rebeca Goya-Esteban; Sergio Muñoz-Romero; Arcadi García-Alberola; Francisco Manuel Melgarejo-Meseguer; Manuel Blanco-Velasco (CinC, 2018)

From E-911 to NG-911: Overview and Challenges in Ecuador. - Danilo Corral-De-Witt; Enrique V. Carrera; Jose Matamoros; Sergio Muñoz-Romero; José Luis Rojo-Álvarez; Kemal Tepe (IEEE Access, 2018)

Event Analysis on Power Communication Networks With Big Data for Maintenance Forms. - Juan Ramón Feijoo-Martínez; Sergio Muñoz-Romero; Cristina Soguero-Ruíz; Mario Castro-Fernandez; José Luis Rojo-Álvarez (IEEE Access, 2018)

Multiparametric Monitoring in Equatorian Tomato Greenhouses (I): Wireless Sensor Network Benchmarking. - Mayra Erazo-Rodas; Mary Sandoval-Moreno; Sergio Muñoz-Romero; Monica Huerta; David Rivas-Lalaleo; César A. Naranjo; José Luis Rojo-Álvarez (Sensors, 2018)

Multiparametric Monitoring in Equatorian Tomato Greenhouses (II): Energy Consumption Dynamics. - Mayra Erazo-Rodas; Mary Sandoval-Moreno; Sergio Muñoz-Romero; Monica Huerta; David Rivas-Lalaleo; José Luis Rojo-Álvarez (Sensors, 2018)

Multiparametric Monitoring in Equatorian Tomato Greenhouses (III): Environmental Measurement Dynamics. - Mayra Erazo-Rodas; Mary Sandoval-Moreno; Sergio Muñoz-Romero; Monica Huerta; David Rivas-Lalaleo; José Luis Rojo-Álvarez (Sensors, 2018)

Force Trends and Pulsatility for Catheter Contact Identification in Intracardiac Electrograms during Arrhythmia Ablation. - David Rivas-Lalaleo; Sergio Muñoz-Romero; Monica Huerta; Mayra Erazo-Rodas; Juan José Sánchez-Muñoz; José Luis Rojo-Álvarez; Arcadi García-Alberola (Sensors, 2018)

Nonnegative OPLS for Supervised Design of Filter Banks: Application to Image and Audio Feature Extraction. - Sergio Muñoz-Romero; Jerónimo Arenas-García; Vanessa Gómez-Verdejo (IEEE Trans. Multim., 2018)

Forecasting Promotional Sales Within the Neighbourhood. - Carlos Aguilar-Palacios; Sergio Muñoz-Romero; José Luis Rojo-Álvarez (IEEE Access, 2019)

Towards Organization Management Using Exploratory Screening and Big Data Tests: A Case Study of the Spanish Red Cross. - Margarita Rodríguez-Ibáñez; Sergio Muñoz-Romero; Cristina Soguero-Ruíz; Francisco Javier Gimeno-Blanes; José Luis Rojo-Álvarez (IEEE Access, 2019)

On the Robustness of Multiscale Indices for Long-Term Monitoring in Cardiac Signals. - Mohammed El-Yaagoubi; Rebeca Goya-Esteban; Younes Jabrane; Sergio Muñoz-Romero; Arcadi García-Alberola; José Luis Rojo-Álvarez (Entropy, 2019)

Entropic Statistical Description of Big Data Quality in Hotel Customer Relationship Management. - Lydia González-Serrano; Pilar Talón-Ballestero; Sergio Muñoz-Romero; Cristina Soguero-Ruíz; José Luis Rojo-Álvarez (Entropy, 2019)

Finding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis. - Cristina Soguero-Ruíz; Natalia Alonso-Arteaga; Sergio Muñoz-Romero; José Luis Rojo-Álvarez; Manuel Rubio-Sánchez; Isabel Caballero López-Fajardo; Inmaculada Mora-Jiménez (BIBM, 2020)

Cold-Start Promotional Sales Forecasting Through Gradient Boosted-Based Contrastive Explanations. - Carlos Aguilar-Palacios; Sergio Muñoz-Romero; José Luis Rojo-Álvarez (IEEE Access, 2020)

On the Statistical and Temporal Dynamics of Sentiment Analysis. - Margarita Rodríguez-Ibáñez; Francisco Javier Gimeno-Blanes; Pedro Manuel Cuenca-Jiménez; Sergio Muñoz-Romero; Cristina Soguero-Ruíz; José Luis Rojo-Álvarez (IEEE Access, 2020)

Quantitative Cluster Headache Analysis for Neurological Diagnosis Support Using Statistical Classification. - Mohammed El-Yaagoubi; Inmaculada Mora-Jiménez; Younes Jabrane; Sergio Muñoz-Romero; José Luis Rojo-Álvarez; Juan Antonio Pareja-Grande (Inf., 2020)

Informative variable identifier: Expanding interpretability in feature selection. - Sergio Muñoz-Romero; Arantza Gorostiaga; Cristina Soguero-Ruíz; Inmaculada Mora-Jiménez; José Luis Rojo-Álvarez (Pattern Recognit., 2020)

Spatial-Temporal Signals and Clinical Indices in Electrocardiographic Imaging (II): Electrogram Clustering and T-Wave Alternans. - Raúl Caulier-Cisterna; Manuel Blanco-Velasco; Rebeca Goya-Esteban; Sergio Muñoz-Romero; Margarita Sanromán-Junquera; Arcadi García-Alberola; José Luis Rojo-Álvarez (Sensors, 2020)

Spatial-Temporal Signals and Clinical Indices in Electrocardiographic Imaging (I): Preprocessing and Bipolar Potentials. - Raúl Caulier-Cisterna; Margarita Sanromán-Junquera; Sergio Muñoz-Romero; Manuel Blanco-Velasco; Rebeca Goya-Esteban; Arcadi García-Alberola; José Luis Rojo-Álvarez (Sensors, 2020)

Causal Quantification of Cannibalization During Promotional Sales in Grocery Retail. - Carlos Aguilar-Palacios; Sergio Muñoz-Romero; José Luis Rojo-Álvarez (IEEE Access, 2021)

A Resampling Univariate Analysis Approach to Ovarian Cancer From Clinical and Genetic Data. - Luis Bote-Curiel; Sergio Ruiz-Llorente; Sergio Muñoz-Romero; Mónica Yagüe-Fernández; Arantzazu Barquín; Jesús García-Donas; José Luis Rojo-Álvarez (IEEE Access, 2021)

Text Analytics and Mixed Feature Extraction in Ovarian Cancer Clinical and Genetic Data. - Luis Bote-Curiel; Sergio Ruiz-Llorente; Sergio Muñoz-Romero; Mónica Yagüe-Fernández; Arantzazu Barquín; Jesús García-Donas; José Luis Rojo-Álvarez (IEEE Access, 2021)

Data Science Analysis and Profile Representation Applied to Secondary Prevention of Acute Coronary Syndrome. - Antonio García-García; Ignacio Prieto-Egido; Alicia Guerrero-Curieses; Juan Ramón Feijoo-Martínez; Sergio Muñoz-Romero; Sergio Manzano-Fernández; Pedro José Flores-Blanco; José Luis Rojo-Álvarez; Andrés Martínez-Fernández (IEEE Access, 2021)

Multivariate feature selection and autoencoder embeddings of ovarian cancer clinical and genetic data. - Luis Bote-Curiel; Sergio Ruiz-Llorente; Sergio Muñoz-Romero; Mónica Yagüe-Fernández; Arantzazu Barquín; Jesús García-Donas; José Luis Rojo-Álvarez (Expert Syst. Appl., 2022)

Generalization and Regularization for Inverse Cardiac Estimators. - Francisco Manuel Melgarejo-Meseguer; Estrella Everss-Villalba; Miriam Gutiérrez-Fernández-Calvillo; Sergio Muñoz-Romero; Francisco Javier Gimeno-Blanes; Arcadi García-Alberola; José Luis Rojo-Álvarez (IEEE Trans. Biomed. Eng., 2022)

An Embedding Approach for Biomarker Identification in Hypertrophic Cardiomyopathy. - Arash Kazemi-Díaz; Luis Bote-Curiel; María Sabater-Molina; Juan-Ramón Gimeno-Blanes; Salvador Sala-Pla; Francisco Javier Gimeno-Blanes; Sergio Muñoz-Romero; José Luis Rojo-Álvarez (CinC, 2023)

Multicomponent Organization Analysis in Spatial Domains of Atrial Fibrillation. - Francisco Manuel Melgarejo-Meseguer; Román A. Lara-Cueva; Francisco Javier Gimeno-Blanes; Sergio Muñoz-Romero; Arcadi García-Alberola; Juan José Sánchez-Muñoz; Omer Berenfeld; José Luis Rojo-Álvarez (CinC, 2023)

Manifold analysis of the P-wave changes induced by pulmonary vein isolation during cryoballoon procedure. - Laura Martinez-Mateu; Francisco Manuel Melgarejo-Meseguer; Sergio Muñoz-Romero; Francisco Javier Gimeno-Blanes; Arcadi García-Alberola; Sara Rocher Ventura; Javier Saiz; José Luis Rojo-Álvarez (Comput. Biol. Medicine, 2023)

Anomaly Detection From Low-Dimensional Latent Manifolds With Home Environmental Sensors. - Francisco Manuel Melgarejo-Meseguer; Andrés Lorenzo Bleda; Sergio Eduardo Abbenante; Francisco Javier Gimeno-Blanes; Estrella Everss-Villalba; Sergio Muñoz-Romero; José Luis Rojo-Álvarez; Rafael Maestre-Ferriz (IEEE Internet Things J., 2024)