Sergio Muñoz-Romero

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 37

Top Topics

Atrial Fibrillation

Relationship Management

Feature Extraction

Top Venues

Pattern Recognit.

Publications

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
Anomaly Detection From Low-Dimensional Latent Manifolds With Home Environmental Sensors. IEEE Internet Things J. 11 (8) (2024)
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
An Embedding Approach for Biomarker Identification in Hypertrophic Cardiomyopathy. CinC (2023)
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
Manifold analysis of the P-wave changes induced by pulmonary vein isolation during cryoballoon procedure. Comput. Biol. Medicine 155 (2023)
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
Multicomponent Organization Analysis in Spatial Domains of Atrial Fibrillation. CinC (2023)
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
Generalization and Regularization for Inverse Cardiac Estimators. IEEE Trans. Biomed. Eng. 69 (10) (2022)
Luis Bote-Curiel, Sergio Ruiz-Llorente, Sergio Muñoz-Romero, Mónica Yagüe-Fernández, Arantzazu Barquín, Jesús García-Donas, José Luis Rojo-Álvarez
Multivariate feature selection and autoencoder embeddings of ovarian cancer clinical and genetic data. Expert Syst. Appl. 206 (2022)
Luis Bote-Curiel, Sergio Ruiz-Llorente, Sergio Muñoz-Romero, Mónica Yagüe-Fernández, Arantzazu Barquín, Jesús García-Donas, José Luis Rojo-Álvarez
A Resampling Univariate Analysis Approach to Ovarian Cancer From Clinical and Genetic Data. IEEE Access 9 (2021)
Luis Bote-Curiel, Sergio Ruiz-Llorente, Sergio Muñoz-Romero, Mónica Yagüe-Fernández, Arantzazu Barquín, Jesús García-Donas, José Luis Rojo-Álvarez
Text Analytics and Mixed Feature Extraction in Ovarian Cancer Clinical and Genetic Data. IEEE Access 9 (2021)
Carlos Aguilar-Palacios, Sergio Muñoz-Romero, José Luis Rojo-Álvarez
Causal Quantification of Cannibalization During Promotional Sales in Grocery Retail. IEEE Access 9 (2021)
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
Data Science Analysis and Profile Representation Applied to Secondary Prevention of Acute Coronary Syndrome. IEEE Access 9 (2021)
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
Nonnegative OPLS for Supervised Design of Filter Banks: Application to Image and Audio Feature Extraction. CoRR (2021)
Sergio Muñoz-Romero, Vanessa Gómez-Verdejo, Jerónimo Arenas-García
Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection. CoRR (2021)
Raúl Caulier-Cisterna, Manuel Blanco-Velasco, Rebeca Goya-Esteban, Sergio Muñoz-Romero, Margarita Sanromán-Junquera, Arcadi García-Alberola, José Luis Rojo-Álvarez
Spatial-Temporal Signals and Clinical Indices in Electrocardiographic Imaging (II): Electrogram Clustering and T-Wave Alternans. Sensors 20 (11) (2020)
Carlos Aguilar-Palacios, Sergio Muñoz-Romero, José Luis Rojo-Álvarez
Cold-Start Promotional Sales Forecasting Through Gradient Boosted-Based Contrastive Explanations. IEEE Access 8 (2020)
Sergio Muñoz-Romero, Arantza Gorostiaga, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, José Luis Rojo-Álvarez
Informative variable identifier: Expanding interpretability in feature selection. Pattern Recognit. 98 (2020)
Cristina Soguero-Ruíz, Natalia Alonso-Arteaga, Sergio Muñoz-Romero, José Luis Rojo-Álvarez, Manuel Rubio-Sánchez, Isabel Caballero López-Fajardo, Inmaculada Mora-Jiménez
Finding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis. BIBM (2020)
Margarita Rodríguez-Ibáñez, Francisco Javier Gimeno-Blanes, Pedro Manuel Cuenca-Jiménez, Sergio Muñoz-Romero, Cristina Soguero-Ruíz, José Luis Rojo-Álvarez
On the Statistical and Temporal Dynamics of Sentiment Analysis. IEEE Access 8 (2020)
Mohammed El-Yaagoubi, Inmaculada Mora-Jiménez, Younes Jabrane, Sergio Muñoz-Romero, José Luis Rojo-Álvarez, Juan Antonio Pareja-Grande
Quantitative Cluster Headache Analysis for Neurological Diagnosis Support Using Statistical Classification. Inf. 11 (8) (2020)
Raúl Caulier-Cisterna, Margarita Sanromán-Junquera, Sergio Muñoz-Romero, Manuel Blanco-Velasco, Rebeca Goya-Esteban, Arcadi García-Alberola, José Luis Rojo-Álvarez
Spatial-Temporal Signals and Clinical Indices in Electrocardiographic Imaging (I): Preprocessing and Bipolar Potentials. Sensors 20 (11) (2020)
Margarita Rodríguez-Ibáñez, Sergio Muñoz-Romero, Cristina Soguero-Ruíz, Francisco Javier Gimeno-Blanes, José Luis Rojo-Álvarez
Towards Organization Management Using Exploratory Screening and Big Data Tests: A Case Study of the Spanish Red Cross. IEEE Access 7 (2019)
Lydia González-Serrano, Pilar Talón-Ballestero, Sergio Muñoz-Romero, Cristina Soguero-Ruíz, José Luis Rojo-Álvarez
Entropic Statistical Description of Big Data Quality in Hotel Customer Relationship Management. Entropy 21 (4) (2019)
Mohammed El-Yaagoubi, Rebeca Goya-Esteban, Younes Jabrane, Sergio Muñoz-Romero, Arcadi García-Alberola, José Luis Rojo-Álvarez
On the Robustness of Multiscale Indices for Long-Term Monitoring in Cardiac Signals. Entropy 21 (6) (2019)
Carlos Aguilar-Palacios, Sergio Muñoz-Romero, José Luis Rojo-Álvarez
Forecasting Promotional Sales Within the Neighbourhood. IEEE Access 7 (2019)
José Luis Rojo-Álvarez, Rebeca Goya-Esteban, Sergio Muñoz-Romero, Arcadi García-Alberola, Francisco Manuel Melgarejo-Meseguer, Manuel Blanco-Velasco
T-Wave Alternans Analysis With Electrocardiographic Imaging. CinC (2018)
Juan Ramón Feijoo-Martínez, Sergio Muñoz-Romero, Cristina Soguero-Ruíz, Mario Castro-Fernandez, José Luis Rojo-Álvarez
Event Analysis on Power Communication Networks With Big Data for Maintenance Forms. IEEE Access 6 (2018)
David Rivas-Lalaleo, Sergio Muñoz-Romero, Monica Huerta, Mayra Erazo-Rodas, Juan José Sánchez-Muñoz, José Luis Rojo-Álvarez, Arcadi García-Alberola
Force Trends and Pulsatility for Catheter Contact Identification in Intracardiac Electrograms during Arrhythmia Ablation. Sensors 18 (5) (2018)
Mayra Erazo-Rodas, Mary Sandoval-Moreno, Sergio Muñoz-Romero, Monica Huerta, David Rivas-Lalaleo, José Luis Rojo-Álvarez
Multiparametric Monitoring in Equatorian Tomato Greenhouses (II): Energy Consumption Dynamics. Sensors 18 (8) (2018)
Danilo Corral-De-Witt, Enrique V. Carrera, Jose Matamoros, Sergio Muñoz-Romero, José Luis Rojo-Álvarez, Kemal Tepe
From E-911 to NG-911: Overview and Challenges in Ecuador. IEEE Access 6 (2018)
Mayra Erazo-Rodas, Mary Sandoval-Moreno, Sergio Muñoz-Romero, Monica Huerta, David Rivas-Lalaleo, José Luis Rojo-Álvarez
Multiparametric Monitoring in Equatorian Tomato Greenhouses (III): Environmental Measurement Dynamics. Sensors 18 (8) (2018)
Mayra Erazo-Rodas, Mary Sandoval-Moreno, Sergio Muñoz-Romero, Monica Huerta, David Rivas-Lalaleo, César A. Naranjo, José Luis Rojo-Álvarez
Multiparametric Monitoring in Equatorian Tomato Greenhouses (I): Wireless Sensor Network Benchmarking. Sensors 18 (8) (2018)
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
Nonnegative OPLS for Supervised Design of Filter Banks: Application to Image and Audio Feature Extraction. IEEE Trans. Multim. 20 (7) (2018)
Sergio Muñoz-Romero, Vanessa Gómez-Verdejo, Emilio Parrado-Hernández
A novel framework for parsimonious multivariate analysis. Pattern Recognit. 71 (2017)
Raúl Ortiz-Puente, Margarita Sanromán-Junquera, Sergio Muñoz-Romero, Mariano Barbero-Puchades, Mercedes Ortiz, Rebeca Goya-Esteban, José Luis Rojo-Álvarez, Jesús Almendral-Garrote
Effect of Different Ventricular Arrhythmia Origin on Cardiac Sound Variability Using M-mode Signal Representation. CinC (2017)
Iván P. Vizcaíno, Enrique V. Carrera, Sergio Muñoz-Romero, Luis H. Cumbal, José Luis Rojo-Álvarez
Water Quality Sensing and Spatio-Temporal Monitoring Structure with Autocorrelation Kernel Methods. Sensors 17 (10) (2017)
Fernando Lozano-Fernández, Inmaculada Mora-Jiménez, Margarita Sanromán-Junquera, Sergio Muñoz-Romero, Arcadio García-Alberola, José Luis Rojo-Álvarez
Auto-Cropping of Phone Camera Color Images to Segment Cardiac Signals in ECG Printouts. CinC (2016)
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
An Approach to New Methods for Digital Processing on Optical Mapping Sequences and Electrical Mapping. CinC (2016)
Sergio Muñoz-Romero, Vanessa Gómez-Verdejo, Jerónimo Arenas-García
Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection. IEEE Comput. Intell. Mag. 11 (4) (2016)
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
Sparse and kernel OPLS feature extraction based on eigenvalue problem solving. Pattern Recognit. 48 (5) (2015)
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
Iterative orthonormalized partial least squares with sparsity constraints. ICASSP (2013)
Emma Izquierdo-Verdiguier, Jerónimo Arenas-García, Sergio Muñoz-Romero, Luis Gómez-Chova, Gustavo Camps-Valls
Semisupervised kernel orthonormalized partial least squares. MLSP (2012)
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
Real Adaboost Ensembles with Emphasized Subsampling. IWANN (1) (2009)
Jerónimo Arenas-García, Vanessa Gómez-Verdejo, Sergio Muñoz-Romero, Manuel Ortega-Moral, Aníbal R. Figueiras-Vidal
Fast Classification with Neural Networks via Confidence Rating. IWANN (2005)