Sergio Muñoz-Romero

44 papers Misc 2Journal 33Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Discovering Genetic Variants in Hypertrophic Cardiomyopathy With Multiple Machine Learning Techniques.
IEEE Trans. Comput. Biol. Bioinform.
Dafne Lozano-Paredes, Luis Bote-Curiel, María Sabater-Molina, Concha Bielza, Juan-Ramón Gimeno-Blanes, Sergio Muñoz-Romero, Francisco Javier Gimeno-Blanes, Pedro Larrañaga, José Luis Rojo-Álvarez
2025 J jnl
Multivariate Feature Selection and Autoencoder Embeddings of Ovarian Cancer Clinical and Genetic Data.
CoRR
Luis Bote-Curiel, Sergio Ruiz-Llorente, Sergio Muñoz-Romero, Mónica Yagüe-Fernández, Arantzazu Barquín, Jesús García-Donas, José Luis Rojo-Álvarez
2024 J jnl
Anomaly Detection From Low-Dimensional Latent Manifolds With Home Environmental Sensors.
IEEE Internet Things J.
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
2023 — conf
An Embedding Approach for Biomarker Identification in Hypertrophic Cardiomyopathy.
CinC
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
2023 J jnl
Manifold analysis of the P-wave changes induced by pulmonary vein isolation during cryoballoon procedure.
Comput. Biol. Medicine
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
2023 — conf
Multicomponent Organization Analysis in Spatial Domains of Atrial Fibrillation.
CinC
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
2022 J jnl
Generalization and Regularization for Inverse Cardiac Estimators.
IEEE Trans. Biomed. Eng.
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
2022 J jnl
Multivariate feature selection and autoencoder embeddings of ovarian cancer clinical and genetic data.
Expert Syst. Appl.
Luis Bote-Curiel, Sergio Ruiz-Llorente, Sergio Muñoz-Romero, Mónica Yagüe-Fernández, Arantzazu Barquín, Jesús García-Donas, José Luis Rojo-Álvarez
2021 J jnl
A Resampling Univariate Analysis Approach to Ovarian Cancer From Clinical and Genetic Data.
IEEE Access
Luis Bote-Curiel, Sergio Ruiz-Llorente, Sergio Muñoz-Romero, Mónica Yagüe-Fernández, Arantzazu Barquín, Jesús García-Donas, José Luis Rojo-Álvarez
2021 J jnl
Causal Quantification of Cannibalization During Promotional Sales in Grocery Retail.
IEEE Access
Carlos Aguilar-Palacios, Sergio Muñoz-Romero, José Luis Rojo-Álvarez
2021 J jnl
Data Science Analysis and Profile Representation Applied to Secondary Prevention of Acute Coronary Syndrome.
IEEE Access
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
2021 J jnl
Nonnegative OPLS for Supervised Design of Filter Banks: Application to Image and Audio Feature Extraction.
CoRR
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
2021 J jnl
Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection.
CoRR
Sergio Muñoz-Romero, Vanessa Gómez-Verdejo, Jerónimo Arenas-García
2021 J jnl
Text Analytics and Mixed Feature Extraction in Ovarian Cancer Clinical and Genetic Data.
IEEE Access
Luis Bote-Curiel, Sergio Ruiz-Llorente, Sergio Muñoz-Romero, Mónica Yagüe-Fernández, Arantzazu Barquín, Jesús García-Donas, José Luis Rojo-Álvarez
2020 J jnl
Cold-Start Promotional Sales Forecasting Through Gradient Boosted-Based Contrastive Explanations.
IEEE Access
Carlos Aguilar-Palacios, Sergio Muñoz-Romero, José Luis Rojo-Álvarez
2020 — conf
Finding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis.
BIBM
Cristina Soguero-Ruíz, Natalia Alonso-Arteaga, Sergio Muñoz-Romero, José Luis Rojo-Álvarez, Manuel Rubio-Sánchez, Isabel Caballero López-Fajardo, Inmaculada Mora-Jiménez
2020 J jnl
Informative variable identifier: Expanding interpretability in feature selection.
Pattern Recognit.
Sergio Muñoz-Romero, Arantza Gorostiaga, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, José Luis Rojo-Álvarez
2020 J jnl
On the Statistical and Temporal Dynamics of Sentiment Analysis.
IEEE Access
Margarita Rodríguez-Ibáñez, Francisco Javier Gimeno-Blanes, Pedro Manuel Cuenca-Jiménez, Sergio Muñoz-Romero, Cristina Soguero-Ruíz, José Luis Rojo-Álvarez
2020 J jnl
Quantitative Cluster Headache Analysis for Neurological Diagnosis Support Using Statistical Classification.
Inf.
Mohammed El-Yaagoubi, Inmaculada Mora-Jiménez, Younes Jabrane, Sergio Muñoz-Romero, José Luis Rojo-Álvarez, Juan Antonio Pareja-Grande
2020 J jnl
Spatial-Temporal Signals and Clinical Indices in Electrocardiographic Imaging (I): Preprocessing and Bipolar Potentials.
Sensors
Raúl Caulier-Cisterna, Margarita Sanromán-Junquera, Sergio Muñoz-Romero, Manuel Blanco-Velasco, Rebeca Goya-Esteban, Arcadi García-Alberola, José Luis Rojo-Álvarez
2020 J jnl
Spatial-Temporal Signals and Clinical Indices in Electrocardiographic Imaging (II): Electrogram Clustering and T-Wave Alternans.
Sensors
Raúl Caulier-Cisterna, Manuel Blanco-Velasco, Rebeca Goya-Esteban, Sergio Muñoz-Romero, Margarita Sanromán-Junquera, Arcadi García-Alberola, José Luis Rojo-Álvarez
2019 J jnl
Entropic Statistical Description of Big Data Quality in Hotel Customer Relationship Management.
Entropy
Lydia González-Serrano, Pilar Talón-Ballestero, Sergio Muñoz-Romero, Cristina Soguero-Ruíz, José Luis Rojo-Álvarez
2019 J jnl
Forecasting Promotional Sales Within the Neighbourhood.
IEEE Access
Carlos Aguilar-Palacios, Sergio Muñoz-Romero, José Luis Rojo-Álvarez
2019 J jnl
On the Robustness of Multiscale Indices for Long-Term Monitoring in Cardiac Signals.
Entropy
Mohammed El-Yaagoubi, Rebeca Goya-Esteban, Younes Jabrane, Sergio Muñoz-Romero, Arcadi García-Alberola, José Luis Rojo-Álvarez
2019 J jnl
Towards Organization Management Using Exploratory Screening and Big Data Tests: A Case Study of the Spanish Red Cross.
IEEE Access
Margarita Rodríguez-Ibáñez, Sergio Muñoz-Romero, Cristina Soguero-Ruíz, Francisco Javier Gimeno-Blanes, José Luis Rojo-Álvarez
2018 J jnl
Event Analysis on Power Communication Networks With Big Data for Maintenance Forms.
IEEE Access
Juan Ramón Feijoo-Martínez, Sergio Muñoz-Romero, Cristina Soguero-Ruíz, Mario Castro-Fernandez, José Luis Rojo-Álvarez
2018 J jnl
Force Trends and Pulsatility for Catheter Contact Identification in Intracardiac Electrograms during Arrhythmia Ablation.
Sensors
David Rivas-Lalaleo, Sergio Muñoz-Romero, Monica Huerta, Mayra Erazo-Rodas, Juan José Sánchez-Muñoz, José Luis Rojo-Álvarez, Arcadi García-Alberola
2018 J jnl
From E-911 to NG-911: Overview and Challenges in Ecuador.
IEEE Access
Danilo Corral-De-Witt, Enrique V. Carrera, Jose Matamoros, Sergio Muñoz-Romero, José Luis Rojo-Álvarez, Kemal Tepe
2018 J jnl
Multiparametric Monitoring in Equatorian Tomato Greenhouses (I): Wireless Sensor Network Benchmarking.
Sensors
Mayra Erazo-Rodas, Mary Sandoval-Moreno, Sergio Muñoz-Romero, Monica Huerta, David Rivas-Lalaleo, César A. Naranjo, José Luis Rojo-Álvarez
2018 J jnl
Multiparametric Monitoring in Equatorian Tomato Greenhouses (II): Energy Consumption Dynamics.
Sensors
Mayra Erazo-Rodas, Mary Sandoval-Moreno, Sergio Muñoz-Romero, Monica Huerta, David Rivas-Lalaleo, José Luis Rojo-Álvarez
2018 J jnl
Multiparametric Monitoring in Equatorian Tomato Greenhouses (III): Environmental Measurement Dynamics.
Sensors
Mayra Erazo-Rodas, Mary Sandoval-Moreno, Sergio Muñoz-Romero, Monica Huerta, David Rivas-Lalaleo, José Luis Rojo-Álvarez
2018 J jnl
Nonnegative OPLS for Supervised Design of Filter Banks: Application to Image and Audio Feature Extraction.
IEEE Trans. Multim.
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
2018 — conf
T-Wave Alternans Analysis With Electrocardiographic Imaging.
CinC
José Luis Rojo-Álvarez, Rebeca Goya-Esteban, Sergio Muñoz-Romero, Arcadi García-Alberola, Francisco Manuel Melgarejo-Meseguer, Manuel Blanco-Velasco
2017 J jnl
A novel framework for parsimonious multivariate analysis.
Pattern Recognit.
Sergio Muñoz-Romero, Vanessa Gómez-Verdejo, Emilio Parrado-Hernández
2017 — conf
Effect of Different Ventricular Arrhythmia Origin on Cardiac Sound Variability Using M-mode Signal Representation.
CinC
Raúl Ortiz-Puente, Margarita Sanromán-Junquera, Sergio Muñoz-Romero, Mariano Barbero-Puchades, Mercedes Ortiz, Rebeca Goya-Esteban, José Luis Rojo-Álvarez, Jesús Almendral-Garrote
2017 J jnl
Water Quality Sensing and Spatio-Temporal Monitoring Structure with Autocorrelation Kernel Methods.
Sensors
Iván P. Vizcaíno, Enrique V. Carrera, Sergio Muñoz-Romero, Luis H. Cumbal, José Luis Rojo-Álvarez
2016 — conf
An Approach to New Methods for Digital Processing on Optical Mapping Sequences and Electrical Mapping.
CinC
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
2016 — conf
Auto-Cropping of Phone Camera Color Images to Segment Cardiac Signals in ECG Printouts.
CinC
Fernando Lozano-Fernández, Inmaculada Mora-Jiménez, Margarita Sanromán-Junquera, Sergio Muñoz-Romero, Arcadio García-Alberola, José Luis Rojo-Álvarez
2016 J jnl
Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection.
IEEE Comput. Intell. Mag.
Sergio Muñoz-Romero, Vanessa Gómez-Verdejo, Jerónimo Arenas-García
2015 J jnl
Sparse and kernel OPLS feature extraction based on eigenvalue problem solving.
Pattern Recognit.
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
2013 Misc conf
Iterative orthonormalized partial least squares with sparsity constraints.
ICASSP
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
2012 — conf
Semisupervised kernel orthonormalized partial least squares.
MLSP
Emma Izquierdo-Verdiguier, Jerónimo Arenas-García, Sergio Muñoz-Romero, Luis Gómez-Chova, Gustavo Camps-Valls
2009 — conf
Real Adaboost Ensembles with Emphasized Subsampling.
IWANN (1)
Sergio Muñoz-Romero, Jerónimo Arenas-García, Vanessa Gómez-Verdejo
2005 Misc conf
Fast Classification with Neural Networks via Confidence Rating.
IWANN
Jerónimo Arenas-García, Vanessa Gómez-Verdejo, Sergio Muñoz-Romero, Manuel Ortega-Moral, Aníbal R. Figueiras-Vidal