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2020 – today
- 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)- 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) - [c50]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) - [c49]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 - [c48]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 - 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) - [c47]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 - [c46]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 - [c45]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 - [c44]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 - [c43]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) - [c42]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 - [c41]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 - [c40]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 - [c39]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 - [c38]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 - [c37]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 - [c36]David Rivas-Lalaleo, 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 - [c35]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 - [c34]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) - [c33]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 - [c32]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 - [c31]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 - [c30]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 - [c29]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 - [c28]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 - [c27]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 - [c26]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 - 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]Juan Francisco Martín-García, Inmaculada Mora-Jiménez, Arcadio García-Alberola, José Luis Rojo-Álvarez:
Cardiac Arrhythmia Discrimination using Evolutionary Computation. CinC 2014: 121-124 - [c23]Jesús Hernández-Ortega, Francisco Javier Gimeno-Blanes, José Luis Rojo-Álvarez, José-Antonio Flores-Yepes, Andrés Lorenzo Bleda-Tomás, Rafael Maestre-Ferriz, José-María López-Ayala, Juan-Ramón Gimeno-Blanes, Arcadio García-Alberola:
Morphological Analysis on Single Lead Contactless ECG Monitoring Based on a Beat-TemplateDevelopment. CinC 2014: 369-372 - [c22]Flavio M. Pineda-López, Andrés Martínez-Fernández, José Luis Rojo-Álvarez, Manuel Blanco-Velasco:
Design and Optimization of an ECG / Holter Hybrid System for Mobile Systems based on DSPic. CinC 2014: 453-456 - [c21]Alfonso Sánchez-Caro, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Luis Lechuga-Suárez, Javier Ramos-López, Arcadio García-Alberola, Pablo Serrano-Balazote, José Luis Rojo-Álvarez:
Towards Semantic Interoperability for Cardiovascular Risk Stratification into the Electronic Health Records Using Archetypes and SNOMED-CT. CinC 2014: 497-500 - [c20]Gustavo Lenis, Yannick Lutz, Gunnar Seemann, Arcadio García-Alberola, José Luis Rojo-Álvarez, Óscar Barquero-Pérez, Eduardo Gil, Olaf Dössel:
Post Extrasystolic T Wave Change in Subjects With Structural Healthy Ventricles - Measurement and Simulation. CinC 2014: 1069-1072 - [c19]Román A. Lara-Cueva, Diego S. Benítez, Antonio J. Caamaño, Marco Zennaro, José Luis Rojo-Álvarez:
Performance evaluation of a volcano monitoring system using wireless sensor networks. LATINCOM 2014: 1-6 - 2013
- [j35]Jesús Requena-Carrión, Felipe Alonso Atienza, Estrella Everss, Juan José Sánchez-Muñoz, Mercedes Ortiz, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Analysis of the robustness of spectral indices during ventricular fibrillation. Biomed. Signal Process. Control. 8(6): 733-739 (2013) - [j34]J. M. Lillo-Castellano, I. Mora-Jiménez, Ricardo Santiago-Mozos, José Luis Rojo-Álvarez, Julio Ramiro-Bargueño, A. Algora-Weber:
Weaning outcome prediction from heterogeneous time series using Normalized Compression Distance and Multidimensional Scaling. Expert Syst. Appl. 40(5): 1737-1747 (2013) - [j33]Cristina Soguero-Ruíz, Luis Lechuga-Suárez, Inmaculada Mora-Jiménez, Javier Ramos-López, Óscar Barquero-Pérez, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Ontology for Heart Rate Turbulence Domain From The Conceptual Model of SNOMED-CT. IEEE Trans. Biomed. Eng. 60(7): 1825-1833 (2013) - [c18]Rebeca Goya-Esteban, Frida Sandberg, Óscar Barquero-Pérez, Arcadi García-Alberola, Leif Sörnmo, José Luis Rojo-Álvarez:
Seven-day Analysis of Atrial Fibrillation and Circadian Rhythms. BIOSIGNALS 2013: 20-24 - [c17]Óscar Barquero-Pérez, Teresa Quintanilla, José García-Muñoz, Cristina Soguero-Ruíz, Mark Richard Wilby, Manuel de la Rosa, Miguel Cabañas, Iván González, Roberto Bravo, Arcadi García-Alberola, José Luis Rojo-Álvarez:
eLab: A Web-based Platform to Perform HRV Analysis and Store Cardiac Signals. CinC 2013: 21-24 - [c16]Rebeca Goya-Esteban, Óscar Barquero-Pérez, Elena Sarabia-Cachadiña, José Naranjo-Orellana, José Luis Rojo-Álvarez:
A Modified Hilbert-Huang Algorithm to Assess Spectral Parameters in Intense Exercise. CinC 2013: 409-412 - [c15]Ricardo Santiago-Mozos, Beatriz García-Vizuete, José María Lillo-Castellano, José Luis Rojo-Álvarez, Carlos Martín-Caballero:
On the Early Detection of Perinatal Hypoxia with Information-Theory based Methods. CinC 2013: 425-428 - [c14]María González-González, Óscar Barquero-Pérez, Cristina Soguero-Ruíz, Juan José Sánchez-Muñoz, José Luis Rojo-Álvarez, Arcadi García-Alberola:
Nonlinear Characteristics of Ventricular FibrillationDepend on Myocardial Infarction Locations. CinC 2013: 619-622 - [c13]Óscar Barquero-Pérez, Rebeca Goya-Esteban, Carlos Figuera, Inmaculada Mora-Jiménez, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Physiological Feature Analysis in Heart Rate Turbulence using LASSO Model. CinC 2013: 943-946 - [c12]Francisco Javier Pulido-Hidalgo, Óscar Barquero-Pérez, Cristina Soguero-Ruíz, José Luis Rojo-Álvarez, Juan José Sánchez-Muñoz, Arcadi García-Alberola:
Spectral and Nonlinear Analysis in Surgical Ventricular Fibrillation. CinC 2013: 1123-1126 - [c11]Antonio Casañez-Ventura, Francisco Javier Gimeno-Blanes, José Luis Rojo-Álvarez, José-Antonio Flores-Yepes, Juan-Ramón Gimeno-Blanes, José-María López-Ayala, Arcadi García-Alberola:
QRS Delineation Algorithms Comparison and Model Fine Tuning for Automatic Clinical Classification. CinC 2013: 1163-1166 - 2012
- [j32]Felipe Alonso Atienza, José Luis Rojo-Álvarez, Alfredo Rosado Muñoz, Juan J. Vinagre, Arcadi García-Alberola, Gustavo Camps-Valls:
Feature selection using support vector machines and bootstrap methods for ventricular fibrillation detection. Expert Syst. Appl. 39(2): 1956-1967 (2012) - [j31]Cristina Soguero-Ruíz, Francisco Javier Gimeno-Blanes, Inmaculada Mora-Jiménez, María Pilar Martínez-Ruiz, José Luis Rojo-Álvarez:
On the differential benchmarking of promotional efficiency with machine learning modeling (I): Principles and statistical comparison. Expert Syst. Appl. 39(17): 12772-12783 (2012) - [j30]Cristina Soguero-Ruíz, Francisco Javier Gimeno-Blanes, Inmaculada Mora-Jiménez, María Pilar Martínez-Ruiz, José Luis Rojo-Álvarez:
On the differential benchmarking of promotional efficiency with machine learning modelling (II): Practical applications. Expert Syst. Appl. 39(17): 12784-12798 (2012) - [j29]Diego Álvarez, Felipe Alonso Atienza, José Luis Rojo-Álvarez, Arcadi García-Alberola, Miguel Moscoso:
Shape reconstruction of cardiac ischemia from non-contact intracardiac recordings: A model study. Math. Comput. Model. 55(5-6): 1770-1781 (2012) - [j28]Margarita Sanromán-Junquera, Inmaculada Mora-Jiménez, Antonio J. Caamaño, J. Almendral, Felipe Alonso Atienza, L. Castilla, Arcadi García-Alberola, José Luis Rojo-Álvarez:
Digital recovery of biomedical signals from binary images. Signal Process. 92(1): 43-53 (2012) - [j27]Carlos Figuera, José Luis Rojo-Álvarez, Mark Richard Wilby, Inmaculada Mora-Jiménez, Antonio J. Caamaño:
Advanced support vector machines for 802.11 indoor location. Signal Process. 92(9): 2126-2136 (2012) - [c10]Óscar Barquero-Pérez, Leif Sörnmo, Rebeca Goya-Esteban, I. Mora-Jiménez, Arcadio García-Alberola, José Luis Rojo-Álvarez:
Fundamental frequency estimation in atrial fibrillation signals using correntropy and Fourier Organization Analysis. CIP 2012: 1-6 - [c9]Cristina Soguero-Ruíz, Francisco Javier Gimeno-Blanes, Inmaculada Mora-Jiménez, María Pilar Martínez-Ruiz, José Luis Rojo-Álvarez:
Deal Effect Curve and Promotional Models - Using Machine Learning and Bootstrap Resampling Test. ICPRAM (2) 2012: 537-540 - 2011
- [j26]Francisco Javier Gimeno-Blanes, José Luis Rojo-Álvarez, Antonio J. Caamaño, José-Antonio Flores-Yepes, Arcadi García-Alberola:
On the feasibility of tilt test outcome early prediction using ECG and pressure parameters. EURASIP J. Adv. Signal Process. 2011: 33 (2011) - [j25]Carlos Figuera, José Luis Rojo-Álvarez, Inmaculada Mora-Jiménez, Alicia Guerrero-Curieses, Mark Richard Wilby, Javier Ramos-López:
Time-Space Sampling and Mobile Device Calibration for WiFi Indoor Location Systems. IEEE Trans. Mob. Comput. 10(7): 913-926 (2011) - [j24]Juan Ramón Feijoo, Jesús Cid-Sueiro, Juan A. García-López, Patricia Conde-Pardo, José Luis Rojo-Álvarez:
Optimal Double Route Search in a Telecommunication Network: A Telecontrol Network Application. IEEE Trans. Reliab. 60(1): 341-350 (2011) - [c8]Carlos Figuera, José Luis Rojo-Álvarez, Manel Martínez-Ramón, Alicia Guerrero-Curieses, Antonio J. Caamaño:
Spectrally adapted mercer kernels for support vector signal interpolation. EUSIPCO 2011: 961-965 - [c7]Carlos Figuera, J. M. Lillo, I. Mora-Jiménez, José Luis Rojo-Álvarez, Antonio J. Caamaño:
Multivariate spatial clustering of traffic accidents for local profiling of risk factors. ITSC 2011: 740-745 - 2010
- [j23]Rebeca Goya-Esteban, Inmaculada Mora-Jiménez, José Luis Rojo-Álvarez, Óscar Barquero-Pérez, Francisco J. Pastor-Pérez, Sergio Manzano-Fernández, Domingo A. Pascual-Figal, Arcadi García-Alberola:
Heart Rate Variability on 7-Day Holter Monitoring Using a Bootstrap Rhythmometric Procedure. IEEE Trans. Biomed. Eng. 57(6): 1366-1376 (2010) - [j22]Óscar Barquero-Pérez, José Luis Rojo-Álvarez,