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ORCIDJosé Luis Rojo-Álvarez
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2020 – today
- 2024
[j97]Carlos Paúl Bernal Oñate
, Enrique V. Carrera, Francisco Manuel Melgarejo-Meseguer, Rodolfo Gordillo-Orquera, José Luis Rojo-Álvarez, Román A. Lara-Cueva:
Volcanic Micro-Earthquake Classification With Spectral Manifolds in Low-Dimensional Latent Spaces. IEEE Access 12: 20624-20636 (2024)- [j96]Alba Vadillo-Valderrama, Jacobo Chaquet-Ulldemolins, Rebeca Goya-Esteban, Raúl Caulier-Cisterna, Juan José Sánchez-Muñoz, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Exploring Cardiac Rhythms and Improving ECG Beat Classification Through Latent Spaces. IEEE Access 12: 27501-27517 (2024) - [j95]Estela Sánchez-Carballo, Francisco Manuel Melgarejo-Meseguer, Ramya Vijayakumar, Juan José Sánchez-Muñoz, Arcadi García-Alberola, Yoram Rudy, José Luis Rojo-Álvarez:
Reference for Electrocardiographic Imaging-Based T-Wave Alternans Estimation. IEEE Access 12: 118510-118524 (2024) - [j94]Ismael Gómez-Talal, Luis Bote-Curiel, José Luis Rojo-Álvarez:
Understanding the disparities in Mathematics performance: An interpretability-based examination. Eng. Appl. Artif. Intell. 133: 108109 (2024) - [j93]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): 13411-13423 (2024) - 2023
- [j92]Juan Ramón Feijoo-Martínez, Alicia Guerrero-Curieses, Francisco Javier Gimeno-Blanes, Mario Castro-Fernandez, José Luis Rojo-Álvarez:
Cybersecurity Alert Prioritization in a Critical High Power Grid With Latent Spaces. IEEE Access 11: 23754-23770 (2023) - [j91]Carlos Paúl Bernal Oñate, Enrique V. Carrera, Francisco Manuel Melgarejo-Meseguer, Rodolfo Gordillo-Orquera, Arcadio García-Alberola, José Luis Rojo-Álvarez:
Atrial Fibrillation Detection With Spectral Manifolds in Low-Dimensional Latent Spaces. IEEE Access 11: 103364-103376 (2023) - [j90]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: 106655 (2023) - [j89]Carlos Paúl Bernal Oñate, Francisco Manuel Melgarejo-Meseguer, Enrique V. Carrera, Juan José Sánchez-Muñoz, Arcadio García-Alberola, José Luis Rojo-Álvarez:
Different Ventricular Fibrillation Types in Low-Dimensional Latent Spaces. Sensors 23(5): 2527 (2023) - [c61]Enrique Feito-Casares, Francisco Manuel Melgarejo-Meseguer, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Improved Machine Learning Strategies and Algorithms for Transmembrane Potential Estimation in Homogeneous Medium. CinC 2023: 1-4 - [c60]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: 1-4 - [c59]Dafne Lozano, Luis Bote, Concha Bielza, Pedro Larrañaga, María Sabater-Molina, Juan Ramón Gimeno, Sergio Muñoz, Francisco Javier Gimeno-Blanes, José Luis Rojo-Álvarez:
High-Dimensional Feature Characterization of Single Nucleotide Variants in Hypertrophic Cardiomyopathy. CinC 2023: 1-4 - [c58]Roberto Mateos-Gaitán, Antonio Gil-Izquierdo, Francisco Javier Gimeno-Blanes, Francisco Manuel Melgarejo-Meseguer, Carmen Muñoz-Esparza, José Luis Rojo-Álvarez, Arcadi García-Alberola, Juan José Sánchez-Muñoz:
Signal Processing and Machine Learning Automated Evaluation of Phrenic Nerve Affectation by Cardiac Stimulation. CinC 2023: 1-4 - [c57]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: 1-4 - [c56]Estela Sánchez-Carballo, Francisco Manuel Melgarejo-Meseguer, José Luis Rojo-Álvarez, Arcadio García-Alberola, Yoram Rudy:
Single Reference Segmentation to Estimate T-Wave Alternans. CinC 2023: 1-4 - [c55]Ismael Gómez-Talal, Arantzazu Barquín, Luis Bote-Curiel, Mónica Yagüe-Fernández, José Luis Rojo-Álvarez, Jesús García-Donas:
Predicting Ovarian Cancer with Machine Learning: Integrating Clinical and Genetic Data. EUSIPCO 2023: 1160-1164 - 2022
- [j88]Alba Vadillo-Valderrama, Rebeca Goya-Esteban, Raúl Caulier-Cisterna, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Differential Beat Accuracy for ECG Family Classification Using Machine Learning. IEEE Access 10: 129362-129381 (2022) - [j87]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: 117865 (2022) - [j86]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): 3029-3038 (2022) - [j85]María Piles, Jordi Muñoz-Marí, Alicia Guerrero-Curieses, Gustau Camps-Valls, José Luis Rojo-Álvarez:
Autocorrelation Metrics to Estimate Soil Moisture Persistence From Satellite Time Series: Application to Semiarid Regions. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [c54]Inmaculada Mora-Jiménez, Andrés Iglesias-Rojano, Mohammed El-Yaagoubi, José Luis Rojo-Álvarez, Juan Antonio Pareja-Grande:
Statistical Analysis of Color Differences on Iris Images for Supporting Cluster Headache Diagnosis. SIGMAP 2022: 40-47 - 2021
- [j84]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: 25959-25972 (2021) - [j83]Carlos Aguilar-Palacios, Sergio Muñoz-Romero, José Luis Rojo-Álvarez:
Causal Quantification of Cannibalization During Promotional Sales in Grocery Retail. IEEE Access 9: 34078-34089 (2021) - [j82]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: 58034-58051 (2021) - [j81]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: 78607-78620 (2021) - [j80]Margarita Rodríguez-Ibáñez, Francisco Javier Gimeno-Blanes, Pedro Manuel Cuenca-Jiménez, Cristina Soguero-Ruíz, José Luis Rojo-Álvarez:
Sentiment Analysis of Political Tweets From the 2019 Spanish Elections. IEEE Access 9: 101847-101862 (2021) - [j79]Manuel Rubio-Sánchez, Dirk J. Lehmann, Alberto Sánchez, José Luis Rojo-Álvarez:
Optimal Axes for Data Value Estimation in Star Coordinates and Radial Axes Plots. Comput. Graph. Forum 40(3): 483-494 (2021) - 2020
- [j78]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: 87994-88013 (2020) - [j77]Carlos Aguilar-Palacios, Sergio Muñoz-Romero, José Luis Rojo-Álvarez:
Cold-Start Promotional Sales Forecasting Through Gradient Boosted-Based Contrastive Explanations. IEEE Access 8: 137574-137586 (2020) - [j76]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): 393 (2020) - [j75]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) - [j74]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): 3070 (2020) - [j73]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): 3131 (2020) - [j72]Milton Fabricio Pérez-Gutierrez, Juan José Sánchez-Muñoz, Mayra Erazo-Rodas, Alicia Guerrero-Curieses, Estrella Everss, Aurelio Quesada-Dorador, Ricardo Ruiz-Granell, Alicia Ibáñez-Criado, Alex Bellver-Navarro, José Luis Rojo-Álvarez, Arcadi García-Alberola:
Spectral Analysis and Mutual Information Estimation of Left and Right Intracardiac Electrograms during Ventricular Fibrillation. Sensors 20(15): 4162 (2020) - [c53]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: 2066-2073
2010 – 2019
- 2019
- [j71]Carlos Aguilar-Palacios, Sergio Muñoz-Romero, José Luis Rojo-Álvarez:
Forecasting Promotional Sales Within the Neighbourhood. IEEE Access 7: 74759-74775 (2019) - [j70]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: 80661-80674 (2019) - [j69]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): 419 (2019) - [j68]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): 594 (2019) - [j67]Andrés L. Bleda, Francisco Manuel Melgarejo-Meseguer, Francisco Javier Gimeno-Blanes, Arcadi García-Alberola, José Luis Rojo-Álvarez, Javier Corral, Ricardo Ruiz, Rafael Maestre-Ferriz:
Enabling Heart Self-Monitoring for All and for AAL - Portable Device within a Complete Telemedicine System. Sensors 19(18): 3969 (2019) - 2018
- [j66]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: 42578-42591 (2018) - [j65]Freddy Acosta Buenaño, Inmaculada Mora-Jiménez, Gonzalo F. Olmedo, José Luis Rojo-Álvarez:
Data Amount Reduction in Mosaic Image Transmission Techniques for Digital Interactive Television Applications. IEEE Access 6: 70283-70297 (2018) - [j64]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: 72263-72274 (2018) - [j63]J. M. Lillo-Castellano, José Luis Rojo-Álvarez, Fernando Chavarría-Asso, Arcadio García-Alberola, María Martín-Méndez, I. Mora-Jiménez:
Classifying cardiac arrhythmic episodes via data compression. Neurocomputing 307: 1-13 (2018) - [j62]Francisco Manuel Melgarejo-Meseguer, Estrella Everss-Villalba, Francisco Javier Gimeno-Blanes, Manuel Blanco-Velasco, Zaida Molins-Bordallo, José-Antonio Flores-Yepes, José Luis Rojo-Álvarez, Arcadi García-Alberola:
On the Beat Detection Performance in Long-Term ECG Monitoring Scenarios. Sensors 18(5): 1387 (2018) - [j61]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): 1399 (2018) - [j60]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): 2555 (2018) - [j59]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): 2556 (2018) - [j58]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): 2557 (2018) - [j57]Flavio M. Pineda-López, Andrés Martínez-Fernández, José Luis Rojo-Álvarez, Arcadi García-Alberola, Manuel Blanco-Velasco:
A Flexible 12-Lead/Holter Device with Compression Capabilities for Low-Bandwidth Mobile-ECG Telemedicine Applications. Sensors 18(11): 3773 (2018) - [j56]Margarita Sanromán-Junquera, Inmaculada Mora-Jiménez, Arcadio García-Alberola, A. J. Caamano-Fernandez, Beatriz Trénor, José Luis Rojo-Álvarez:
Arrhythmia Mechanism and Scaling Effect on the Spectral Properties of Electroanatomical Maps With Manifold Harmonics. IEEE Trans. Biomed. Eng. 65(4): 723-732 (2018) - [j55]Fernando Cruz-Roldán, Jose Pineiro-Ave, José Luis Rojo-Álvarez, Manuel Blanco-Velasco:
Simple Algorithms for Estimating the Symbol Timing Offset in DCT-Based Multicarrier Systems. Wirel. Commun. Mob. Comput. 2018: 3649513:1-3649513:8 (2018) - [c52]Francisco Manuel Melgarejo-Meseguer, Francisco Javier Gimeno-Blanes, José Luis Rojo-Álvarez, Mariela Salar-Alcaraz, Juan-Ramón Gimeno-Blanes, Arcadi García-Alberola:
Cardiac Fibrosis Detection Applying Machine Learning Techniques to Standard 12-Lead ECG. CinC 2018: 1-4 - [c51]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: 1-4 - [c50]Jaime Paul Ayala, José Luis Rojo-Álvarez, Roberto Gutierrez:
Adaptive and Predictive Control for Operating an Electronic Ballast HID-MH Lamp System Without Acoustic Resonances. IECON 2018: 979-985 - 2017
- [j54]Manuel Blanco-Velasco, Rebeca Goya-Esteban, Fernando Cruz-Roldán, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Benchmarking of a T-wave alternans detection method based on empirical mode decomposition. Comput. Methods Programs Biomed. 145: 147-155 (2017) - [j53]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): 2357 (2017) - [j52]Estrella Everss-Villalba, Francisco Manuel Melgarejo-Meseguer, Manuel Blanco-Velasco, Francisco Javier Gimeno-Blanes, Salvador Sala-Pla, José Luis Rojo-Álvarez, Arcadi García-Alberola:
Noise Maps for Quantitative and Clinical Severity Towards Long-Term ECG Monitoring. Sensors 17(11): 2448 (2017) - [j51]Óscar Barquero-Pérez, Carlos Figuera, Rebeca Goya-Esteban, Inmaculada Mora-Jiménez, Francisco Javier Gimeno-Blanes, Pablo Laguna, Juan Pablo Martínez, Eduardo Gil, Leif Sörnmo, Arcadio García-Alberola, José Luis Rojo-Álvarez:
On the Influence of Heart Rate and Coupling Interval Prematurity on Heart Rate Turbulence. IEEE Trans. Biomed. Eng. 64(2): 302-309 (2017) - [c49]Óscar Barquero-Pérez, Sandra Cantero, Rebeca Goya-Esteban, Carlos Figuera, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Analysis of Heart Rate Variability Influence on Heart Rate Turbulence Using Boosted Regression Trees in Heart Failure Patients. CinC 2017 - [c48]Rebeca Goya-Esteban, Óscar Barquero-Pérez, Carlos Figuera, Arcadi García-Alberola, José Luis Rojo-Álvarez:
A Group Lasso Based Method for Automatic Physiological Rhythm Analysis. CinC 2017 - [c47]Francisco Manuel Melgarejo-Meseguer, Mariela Salar-Alcaraz, Zaida Molins-Bordallo, Francisco Javier Gimeno-Blanes, Estrella Everss-Villalba, José-Antonio Flores-Yepes, José Luis Rojo-Álvarez, Arcadi García-Alberola:
QRS Fragmentation Index as a New Discriminator for Early Diagnosis of Heart Diseases. CinC 2017 - [c46]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 - [c45]Freddy Acosta Buenaño, Gonzalo Fernando Olmedo Cifuentes, Inmaculada Mora-Jiménez, José Luis Rojo-Álvarez:
An Improved Secure Image Transmission Technique via Mosaic Images by Nearly Reversible Color Transformations. SIGMAP 2017: 87-92 - 2016
- [j50]Arantza Gorostiaga, José Luis Rojo-Álvarez:
On the use of conventional and statistical-learning techniques for the analysis of PISA results in Spain. Neurocomputing 171: 625-637 (2016) - [j49]Cristina Soguero-Ruíz, Kristian Hindberg, Inmaculada Mora-Jiménez, José Luis Rojo-Álvarez, Stein Olav Skrøvseth, Fred Godtliebsen, Kim Mortensen, Arthur Revhaug, Rolv-Ole Lindsetmo, Knut Magne Augestad, Robert Jenssen:
Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods. J. Biomed. Informatics 61: 87-96 (2016) - [j48]Román A. Lara-Cueva, Diego S. Benítez, Enrique V. Carrera, Mario Ruiz, José Luis Rojo-Álvarez:
Automatic Recognition of Long Period Events From Volcano Tectonic Earthquakes at Cotopaxi Volcano. IEEE Trans. Geosci. Remote. Sens. 54(9): 5247-5257 (2016) - [j47]Cristina Soguero-Ruíz, Kristian Hindberg, José Luis Rojo-Álvarez, Stein Olav Skrøvseth, Fred Godtliebsen, Kim Mortensen, Arthur Revhaug, Rolv-Ole Lindsetmo, Knut Magne Augestad, Robert Jenssen:
Support Vector Feature Selection for Early Detection of Anastomosis Leakage From Bag-of-Words in Electronic Health Records. IEEE J. Biomed. Health Informatics 20(5): 1404-1415 (2016) - [c44]Beatriz Castro-García, Margarita Sanromán-Junquera, Alicia Guerrero-Curieses, Beatriz Trénor-Gomis, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Nonuniform Interpolation of Cardiac Navigation Maps Using Support Vector Machines. CinC 2016 - [c43]Estrella Everss-Villalba, Francisco Manuel Melgarejo-Meseguer, Francisco Javier Gimeno-Blanes, Salvador Sala-Pla, Manuel Blanco-Velasco, José Luis Rojo-Álvarez, Arcadio García-Alberola:
Clinical Severity of Noise in ECG. CinC 2016 - [c42]Rebeca Goya-Esteban, Óscar Barquero-Pérez, Javier Alzueta, Xavier Viñolas, Nuria Basterra, Enrique García, Julián Villacastín, Ignacio Fernández Lozano, Josep Brugada, José B. Martínez-Ferrer, José Luis Rojo-Álvarez, Francisco Zumalde, María Martín-Méndez, Fernando Chavarría-Asso, Arcadio García-Alberola:
A Multicentric Study of Long-term Rhythm Patterns in Heart Rate. CinC 2016 - [c41]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 - [c40]Francisco Manuel Melgarejo-Meseguer, Estrella Everss-Villalba, Jan iroký, Francisco Javier Gimeno-Blanes, José-Antonio Flores-Yepes, Manuel Blanco-Velasco, José Luis Rojo-Álvarez, Arcadi García-Alberola:
Computational Efficiency and Accuracy for QRS Detection Algorithms on Clinical Long Term Multilead Monitoring. CinC 2016 - [c39]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 - [c38]David Rivas, Monica Huerta, Margarita Sanromán-Junquera, Juan José Sánchez-Muñoz, Arcadi García-Alberola, José Luis Rojo-Álvarez:
A Quantitative Analysis on the Intracardiac Electrogram Contact During Ventricular Tachycardia Ablation. CinC 2016 - [c37]Cristina Soguero-Ruíz, Alicia Guerrero-Curieses, Francisco Javier Palancar, Javier Bermejo, José Carlos Antoranz, José Luis Rojo-Álvarez:
Autocorrelation Kernel Support Vector Machines for Doppler Ultrasound M-Mode Images Denoising. CinC 2016 - [c36]Margarita Sanromán-Junquera, Inmaculada Mora-Jiménez, Arcadio García-Alberola, Antonio Caamaño-Fernández, José Luis Rojo-Álvarez:
Influence of Normalization on the Analysis of Electroanatomical Maps with Manifold Harmonics. IWBBIO 2016: 415-425 - 2015
- [j46]Ricardo Santiago-Mozos, José Luis Rojo-Álvarez, José Carlos Antoranz, Mar Desco, Daniel Rodríguez-Pérez, Raquel Yotti, Javier Bermejo:
On feature extraction for noninvasive kernel estimation of left ventricular chamber function indices from echocardiographic images. Digit. Signal Process. 39: 63-79 (2015) - [j45]J. M. Lillo-Castellano, I. Mora-Jiménez, Carlos Figuera-Pozuelo, José Luis Rojo-Álvarez:
Traffic sign segmentation and classification using statistical learning methods. Neurocomputing 153: 286-299 (2015) - [j44]J. M. Lillo-Castellano, I. Mora-Jiménez, Ricardo Santiago-Mozos, Fernando Chavarría-Asso, A. Cano-Gonzalez, Arcadio García-Alberola, José Luis Rojo-Álvarez:
Symmetrical Compression Distance for Arrhythmia Discrimination in Cloud-Based Big-Data Services. IEEE J. Biomed. Health Informatics 19(4): 1253-1263 (2015) - [c35]Cristina Soguero-Ruíz, Fei Wang, Robert Jenssen, Knut Magne Augestad, José Luis Rojo-Álvarez, Inmaculada Mora-Jiménez, Rolv-Ole Lindsetmo, Stein Olav Skrøvseth:
Data-driven Temporal Prediction of Surgical Site Infection. AMIA 2015 - [c34]Óscar Barquero-Pérez, Rebeca Goya-Esteban, Antonio J. Caamaño, Carlos Martín-Caballero, José Luis Rojo-Álvarez:
Fetal Heart Rate Complexity Measures to Detect Hypoxia. CinC 2015: 133-136 - [c33]Margarita Sanromán-Junquera, Inmaculada Mora-Jiménez, Arcadio García-Alberola, José Luis Rojo-Álvarez:
Spectral Analysis of Electroanatomical Maps for Spatial Bandwidth Estimation as Support to Ablation. CinC 2015: 181-184 - [c32]Cristina Soguero-Ruíz, Alfonso Sánchez-Caro, Inmaculada Mora-Jiménez, Luis Lechuga-Suárez, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Web Application for Data Exchange and Follow-up in Heart Rate Turbulence. CinC 2015: 193-196 - [c31]Margarita Sanromán-Junquera, Raquel Díaz-Valencia, Arcadio García-Alberola, José Luis Rojo-Álvarez, Inmaculada Mora-Jiménez:
Effect of Interpolation on Electroanatomical Mapping. CinC 2015: 361-364 - [c30]José María Lillo-Castellano, Inmaculada Mora-Jiménez, Rafael Moreno-González, María Monserrat-García-de-Pablo, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Big-Data Analytics for Arrhythmia Classification using Data Compression and Kernel Methods. CinC 2015: 661-664 - [c29]Óscar Barquero-Pérez, Rebeca Goya-Esteban, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Heart Rate Turbulence Modeling using Boosted Regression Trees. CinC 2015: 989-992 - [c28]Óscar Barquero-Pérez, Rebeca Goya-Esteban, Antonio J. Caamaño, Elena Sarabia-Cachadiña, Carlos Martínez-García, José Luis Rojo-Álvarez:
Evolution of the Heart Rate Variability Complexity during Kangchenjunga Climbing. CinC 2015: 1033-1036 - [c27]Mayra Erazo, David Rivas, Milton Perez, Omar Galarza, Victor Bautista, Monica Huerta, José Luis Rojo-Álvarez:
Design and implementation of a wireless sensor network for rose greenhouses monitoring. ICARA 2015: 256-261 - [c26]Milton Fabricio Pérez-Gutierrez, David Rivas-Lalaleo, Mayra Erazo-Rodas, Victor Bautista-Naranjo, Omar Galarza-Barrionuevo, Patricio Reyes-Bedoya, Monica Huerta, José Luis Rojo-Álvarez:
A fluid dynamics model for wind turbine generators in equatorial environments. ICARA 2015: 421-425 - 2014
- [j43]José Luis Rojo-Álvarez, Manel Martínez-Ramón, Jordi Muñoz-Marí, Gustavo Camps-Valls:
A unified SVM framework for signal estimation. Digit. Signal Process. 26: 1-20 (2014) - [j42]Cristina Soguero-Ruíz, Francisco Javier Gimeno-Blanes, Inmaculada Mora-Jiménez, María Pilar Martínez-Ruiz, José Luis Rojo-Álvarez:
Statistical nonlinear analysis for reliable promotion decision-making. Digit. Signal Process. 33: 156-168 (2014) - [j41]Rebeca Goya-Esteban, Frida Sandberg, Óscar Barquero-Pérez, Arcadio García-Alberola, Leif Sörnmo, José Luis Rojo-Álvarez:
Long-term characterization of persistent atrial fibrillation: wave morphology, frequency, and irregularity analysis. Medical Biol. Eng. Comput. 52(12): 1053-1060 (2014) - [j40]Carlos Figuera, Óscar Barquero-Pérez, José Luis Rojo-Álvarez, Manel Martínez-Ramón, Alicia Guerrero-Curieses, Antonio J. Caamaño:
Spectrally adapted Mercer kernels for support vector nonuniform interpolation. Signal Process. 94: 421-433 (2014) - [j39]Felipe Alonso Atienza, Eduardo Morgado, Lorena Fernandez-Martinez, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Detection of Life-Threatening Arrhythmias Using Feature Selection and Support Vector Machines. IEEE Trans. Biomed. Eng. 61(3): 832-840 (2014) - [j38]Rebeca Goya-Esteban, Óscar Barquero-Pérez, Manuel Blanco-Velasco, A. J. Caamano-Fernandez, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Nonparametric Signal Processing Validation in T-Wave Alternans Detection and Estimation. IEEE Trans. Biomed. Eng. 61(4): 1328-1338 (2014) - [j37]Devis Tuia, Jordi Muñoz-Marí, José Luis Rojo-Álvarez, Manel Martínez-Ramón, Gustavo Camps-Valls:
Explicit Recursive and Adaptive Filtering in Reproducing Kernel Hilbert Spaces. IEEE Trans. Neural Networks Learn. Syst. 25(7): 1413-1419 (2014) - [j36]Sancho Salcedo-Sanz, José Luis Rojo-Álvarez, Manel Martínez-Ramón, Gustavo Camps-Valls:
Support vector machines in engineering: an overview. WIREs Data Mining Knowl. Discov. 4(3): 234-267 (2014) - [c25]Cristina Soguero-Ruíz, Kristian Hindberg, José Luis Rojo-Álvarez, Stein Olav Skrøvseth, Fred Godtliebsen, Kim Mortensen, Arthur Revhaug, Rolv-Ole Lindsetmo, Inmaculada Mora-Jiménez, Knut Magne Augestad, Robert Jenssen:
Bootstrap resampling feature selection and Support Vector Machine for early detection of Anastomosis Leakage. BHI 2014: 577-580 - [c24]