J. Rojo-álvarez

发表

On the Pre-Image Problem in Kernel Methods

J. Weston, B. Schölkopf, G. Camps-Valls, 2007 .

A Support Vector Machine MUSIC Algorithm

G. Camps-Valls, A. Figueiras-Vidal, J. Rojo-álvarez, 2012, IEEE Transactions on Antennas and Propagation.

Support vector analysis of color-Doppler images: a new approach for estimating indices of left ventricular function

José Luis Rojo-Álvarez, Miguel A. García-Fernández, Javier Bermejo, 2006, IEEE Transactions on Medical Imaging.

Doppler-Derived Ejection Intraventricular Pressure Gradients Provide a Reliable Assessment of Left Ventricular Systolic Chamber Function

J. Rojo-álvarez, J. Bermejo, R. Yotti, 2005, Circulation.

A robust support vector algorithm for nonparametric spectral analysis

Antonio Artés-Rodríguez, A. Figueiras-Vidal, A. García-Armada, 2003, IEEE Signal Processing Letters.

Noninvasive assessment of ejection intraventricular pressure gradients.

J. Rojo-álvarez, J. Bermejo, R. Yotti, 2004, Journal of the American College of Cardiology.

Kernel Antenna Array Processing

G. Camps‐Valls, J. Rojo-álvarez, M. Martínez-Ramón, 2007, IEEE Transactions on Antennas and Propagation.

Using Support Vector Semiparametric Regression to Estimate the Effects of Pricing on Brand Substitution

J. Rojo-álvarez, M. P. Martínez-Ruiz, Miguel-Ángel Gómez-Borja, 2008 .

Using big data from Customer Relationship Management information systems to determine the client profile in the hotel sector

J. Rojo-álvarez, Pilar Talón-Ballestero, Lydia González-Serrano, 2018, Tourism Management.

Spatio-Temporal River Contamination Measurements with Electrochemical Probes and Mobile Sensor Networks

Iván P. Vizcaíno, J. Rojo-álvarez, Sergio Muñoz-Romero, 2018 .

A systematic review of the literature on home monitoring for patients with heart failure

J. Rojo-álvarez, A. García-Alberola, Andrés Martínez, 2006, Journal of telemedicine and telecare.

Sparse Deconvolution Using Support Vector Machines

José Luis Rojo-Álvarez, Aníbal R. Figueiras-Vidal, Manel Martínez-Ramón, 2008, EURASIP J. Adv. Signal Process..

A Support Vector Laplacian Distance Kernel Approach to the Inverse Problem in Intracardiac Electrophysiology

J. Rojo-álvarez, A. García-Alberola, Raúl Caulier-Cisterna, 2016 .

Learning Non-linear Time-scales with Kernel γ-Filters

Jesús Requena-Carrión, José Luis Rojo-Álvarez, Gustavo Camps-Valls, 2008 .

Using Daily Store-level Data to Understand Price Promotion Effects in a Semiparametric Regression Model

José Luis Rojo-Álvarez, María Pilar Martínez-Ruiz, Alejandro Mollá-Descals, 2006 .

Contribution of the Left Anterior Myocardium to the Body Surface Potentials in Case of Apical Ectopic Beat

J. Rojo-álvarez, J. Malmivuo, J. Hyttinen, 2007, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

On the Differential Analysis of Enterprise Valuation Methods as a Guideline for Unlisted Companies Assessment (I): Empowering Discounted Cash Flow Valuation

J. Rojo-álvarez, C. Soguero-Ruíz, Germania Vayas-Ortega, 2020 .

Estimation of the End of Ejection in Aortic Stenosis: An Unreported Source of Error in the Invasive Assessment of Severity

J. Rojo-álvarez, C. Otto, J. Bermejo, 2004, Circulation.

Robust γ-filter Using the Support Vector Method

J. Rojo-álvarez, M. Martínez-Ramón, E. Soria-Olivas, 2004 .

Prediction of Healthcare Associated Infections in an Intensive Care Unit Using Machine Learning and Big Data Tools

J. Rojo-álvarez, C. Soguero-Ruíz, Paz Revuelta-Zamorano, 2016 .

Estimation of reference indices of left ventricular chamber function from echocardiographic images with multidimensional kernel methods

J. Rojo-álvarez, J. Bermejo, R. Yotti, 2012, 2012 Computing in Cardiology.

Nonuniform Interpolation of Noisy Signals Using

G. Camps-Valls, J. Rojo-álvarez, M. Martínez-Ramón, 2007 .

Automatic Discrimination Between Supraventricular and Ventricular Tachycardia Using a Multilayer Perceptron in Implantable Cardioverter Defibrillators

Antonio Artés-Rodríguez, J. Rojo-álvarez, A. García-Alberola, 2002, Pacing and clinical electrophysiology : PACE.

An approach to new methods for digital signal processing on optical mapping sequences and electrical mapping

José Luis Rojo-Álvarez, Margarita Sanromán-Junquera, I. Mora-Jiménez, 2016, 2016 Computing in Cardiology Conference (CinC).

Evaluating Temporary Retail Price Discounts Using Semiparametric Regression

J. Rojo-álvarez, M. P. Martínez-Ruiz, Miguel-Ángel Gómez-Borja, 2006 .

Heart rate control in chronic heart failure: resting versus mean heart rate with prolonged ambulatory ECG recording.

J. Rojo-álvarez, A. García-Alberola, S. Manzano-Fernández, 2013, International journal of cardiology.

Morphological and Thermodynamic Comparison of the Lesions Created by 4 Open‐Irrigated Catheters in 2 Experimental Models

J. Rojo-álvarez, C. Macaya, Jorge G. Quintanilla, 2014, Journal of cardiovascular electrophysiology.

Fuzzy sigmoid kernel for support vector classifiers

G. Camps-Valls, J. Rojo-álvarez, E. Soria-Olivas, 2004, Neurocomputing.

Lack of improvement in autonomic cardiac tone after sacubitril/valsartan at lower than target doses.

J. Rojo-álvarez, A. García-Alberola, Ó. Barquero-Pérez, 2019, Journal of electrocardiology.

A Noninvasive Method for Assessing Impaired Diastolic Suction in Patients With Dilated Cardiomyopathy

Roberto Muñoz, Javier Bermejo, Raquel Yotti, 2005, Circulation.

A new method for single-step robust post-processing of flow Color Doppler M-mode images using support vector machines

J. Rojo-álvarez, J. Bermejo, R. Yotti, 2006, 2006 Computers in Cardiology.

Generalization and Regularization for Inverse Cardiac Estimators

J. Rojo-álvarez, Sergio Muñoz-Romero, A. García-Alberola, 2022, IEEE Transactions on Biomedical Engineering.

Improving γ-filter Performance with the Support Vector Method

J. Rojo-álvarez, M. Martínez-Ramón, E. Soria-Olivas, 2004 .

Feature selection using support vector machines and bootstrap methods for ventricular fibrillation detection

José Luis Rojo-Álvarez, Gustavo Camps-Valls, Felipe Alonso Atienza, 2012, Expert Syst. Appl..

Differential Beat Accuracy for ECG Family Classification Using Machine Learning

J. Rojo-álvarez, A. García-Alberola, R. Goya-Esteban, 2022, IEEE Access.

Kernel Methods in Bioengineering, Signal And Image Processing

José Luis Rojo-Álvarez, Manuel Martinez-ramon, J. Rojo-álvarez, 2007 .

Electrocardiographic Imaging for Atrial Fibrillation: A Perspective From Computer Models and Animal Experiments to Clinical Value

Joël M. H. Karel, F. Schlindwein, A. Climent, 2021, Frontiers in Physiology.

A new approach to the intracardiac inverse problem using Laplacian distance kernel

Arcadi García-Alberola, José Luis Rojo-Álvarez, Margarita Sanromán-Junquera, 2018, BioMedical Engineering OnLine.

Nonlinear System Identification With Composite Relevance Vector Machines

José Luis Rojo-Álvarez, Gustavo Camps-Valls, Manel Martínez-Ramón, 2007, IEEE Signal Processing Letters.

Spectrally adapted Mercer kernels for support vector nonuniform interpolation

José Luis Rojo-Álvarez, Antonio J. Caamaño, Carlos Figuera, 2014, Signal Process..

Weaning outcome prediction from heterogeneous time series using Normalized Compression Distance and Multidimensional Scaling

José Luis Rojo-Álvarez, I. Mora-Jiménez, Ricardo Santiago-Mozos, 2013, Expert Syst. Appl..

On the differential benchmarking of promotional efficiency with machine learning modelling (II): Practical applications

José Luis Rojo-Álvarez, I. Mora-Jiménez, María Pilar Martínez-Ruiz, 2012, Expert Syst. Appl..

Support vector machines in engineering: an overview

José Luis Rojo-Álvarez, Sancho Salcedo-Sanz, Gustavo Camps-Valls, 2014, Wiley Interdiscip. Rev. Data Min. Knowl. Discov..

Sudden Cardiac Risk Stratification with Electrocardiographic Indices - A Review on Computational Processing, Technology Transfer, and Scientific Evidence

Arcadi García-Alberola, Óscar Barquero-Pérez, Manuel Blanco-Velasco, 2016, Front. Physiol..

Automatic Supporting System for Regionalization of Ventricular Tachycardia Exit Site in Implantable Defibrillators

José Luis Rojo-Álvarez, Margarita Sanromán-Junquera, Arcadio García-Alberola, 2015, PloS one.

Spatial-Temporal Signals and Clinical Indices in Electrocardiographic Imaging (II): Electrogram Clustering and T-Wave Alternans

Arcadi García-Alberola, José Luis Rojo-Álvarez, Margarita Sanromán-Junquera, 2020, Sensors.

On the Black-Box Challenge for Fraud Detection Using Machine Learning (I): Linear Models and Informative Feature Selection

J. Rojo-álvarez, Sergio Muñoz-Romero, F. Gimeno-Blanes, 2022, Applied Sciences.

Text Analytics and Mixed Feature Extraction in Ovarian Cancer Clinical and Genetic Data

José Luis Rojo-Álvarez, Sergio Muñoz-Romero, Luis Bote-Curiel, 2021, IEEE Access.

Enabling Heart Self-Monitoring for All and for AAL—Portable Device within a Complete Telemedicine System

José Luis Rojo-Álvarez, Arcadio García-Alberola, Andrés L. Bleda, 2019, Sensors.

Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection

José Luis Rojo-Álvarez, Luis Gómez-Chova, Gustavo Camps-Valls, 2008, IEEE Transactions on Geoscience and Remote Sensing.

An approach to automatic classification of Culicoides species by learning the wing morphology

J. Rojo-álvarez, Noel Pérez, D. Benítez, 2020, PloS one.

Discriminating between supraventricular and ventricular tachycardias from EGM onset analysis

J.L. Rojo-Alvarez, A. Arenal-Maiz, A. Artes- Rodriguez, 2002, IEEE Engineering in Medicine and Biology Magazine.

An Introduction to Kernel Methods

José Luis Rojo-Álvarez, Gustavo Camps-Valls, Manel Martínez-Ramón, 2009, Encyclopedia of Data Warehousing and Mining.

Multiparametric Monitoring in Equatorian Tomato Greenhouses (II): Energy Consumption Dynamics

José Luis Rojo-Álvarez, David Rivas-Lalaleo, Sergio Muñoz-Romero, 2018, Sensors.

On the Beat Detection Performance in Long-Term ECG Monitoring Scenarios

José Luis Rojo-Álvarez, Manuel Blanco-Velasco, Arcadio García-Alberola, 2018, Sensors.

Fundamental Frequency and Regularity of Cardiac Electrograms With Fourier Organization Analysis

Rebeca Goya-Esteban, Estrella Everss, José Luis Rojo-Álvarez, 2010, IEEE Transactions on Biomedical Engineering.

Effects of the Location of Myocardial Infarction on the Spectral Characteristics of Ventricular Fibrillation

J. Rojo-álvarez, A. García-Alberola, E. Everss, 2008, Pacing and clinical electrophysiology : PACE.

Short-term variability of heart rate turbulence in chronic heart failure.

J. Rojo-álvarez, A. García-Alberola, S. Manzano-Fernández, 2011, Journal of cardiac failure.

Comparison of detection of arrhythmias in patients with chronic heart failure secondary to non-ischemic versus ischemic cardiomyopathy by 1 versus 7-day holter monitoring.

Arcadio García-Alberola, Rebeca Goya-Esteban, Jose Luis Rojo-Alvarez, 2010, The American journal of cardiology.

A Big Data Approach to Customer Relationship Management Strategy in Hospitality Using Multiple Correspondence Domain Description

J. Rojo-álvarez, Pilar Talón-Ballestero, Lydia González-Serrano, 2020, Applied Sciences.

A Review of Kernel Methods in ECG Signal Classification

José Luis Rojo-Álvarez, Gustavo Camps-Valls, A Caamano-Fernandez, 2012 .

On the Performance of Kernel Methods for Skin Color Segmentation

José Luis Rojo-Álvarez, José Luis Alba-Castro, Alicia Guerrero-Curieses, 2009, EURASIP J. Adv. Signal Process..

Classifying cardiac arrhythmic episodes via data compression

José Luis Rojo-Álvarez, I. Mora-Jiménez, Arcadio García-Alberola, 2018, Neurocomputing.

Symmetrical Compression Distance for Arrhythmia Discrimination in Cloud-Based Big-Data Services

José Luis Rojo-Álvarez, I. Mora-Jiménez, Arcadio García-Alberola, 2015, IEEE Journal of Biomedical and Health Informatics.

Transitions in an integrated model of renal replacement therapy in a regional health system.

J. Rojo-álvarez, P. López-Sánchez, F. Tornero, 2021, Nefrologia : publicacion oficial de la Sociedad Espanola Nefrologia.

Prognostic significance of long-period heart rate rhythms in chronic heart failure.

Estrella Everss, Rebeca Goya-Esteban, Sergio Manzano-Fernández, 2012, Circulation journal : official journal of the Japanese Circulation Society.

Detection of Life-Threatening Arrhythmias Using Feature Selection and Support Vector Machines

José Luis Rojo-Álvarez, Eduardo Morgado, Felipe Alonso Atienza, 2014, IEEE Transactions on Biomedical Engineering.

Support vector method for robust ARMA system identification

José Luis Rojo-Álvarez, Antonio Artés-Rodríguez, Aníbal R. Figueiras-Vidal, 2004, IEEE Transactions on Signal Processing.

Support Vector Robust Algorithms for Non-parametric Spectral Analysis

José Luis Rojo-Álvarez, Antonio Artés-Rodríguez, Aníbal R. Figueiras-Vidal, 2002, ICANN.

Data Science Analysis and Profile Representation Applied to Secondary Prevention of Acute Coronary Syndrome

José Luis Rojo-Álvarez, Andrés Martínez-Fernández, Alicia Guerrero-Curieses, 2021, IEEE Access.

Sensitivity and Spatial Resolution of Transvenous Leads in Implantable Cardioverter Defibrillator

Jesús Requena-Carrión, José Luis Rojo-Álvarez, Felipe Alonso Atienza, 2009, IEEE Transactions on Biomedical Engineering.

Spectrally adapted mercer kernels for support vector signal interpolation

José Luis Rojo-Álvarez, Antonio J. Caamaño, Manel Martínez-Ramón, 2011, 2011 19th European Signal Processing Conference.

Deep Learning and Big Data in Healthcare: A Double Review for Critical Beginners

José Luis Rojo-Álvarez, Sergio Muñoz-Romero, Luis Bote-Curiel, 2019, Applied Sciences.

Comparison of Omegawave Device and an Ambulatory ECG for RR Interval Measurement at rest

J. Rojo-álvarez, J. Ruso-Álvarez, J. Naranjo-Orellana, 2020, International Journal of Sports Medicine.

An Interoperable System toward Cardiac Risk Stratification from ECG Monitoring

Arcadi García-Alberola, José Luis Rojo-Álvarez, Javier Ramos-López, 2018, International journal of environmental research and public health.

Fetal Heart Rate Analysis for Automatic Detection of Perinatal Hypoxia Using Normalized Compression Distance and Machine Learning

Rebeca Goya-Esteban, Antonio J. Caamaño, Ricardo Santiago-Mozos, 2017, Front. Physiol..

Web application for data exchange and follow-up in Heart Rate Turbulence

José Luis Rojo-Álvarez, I. Mora-Jiménez, Arcadio García-Alberola, 2015, 2015 Computing in Cardiology Conference (CinC).

Post extrasystolic T wave change in subjectswith structural healthy ventricles - Measurement and simulation

José Luis Rojo-Álvarez, Eduardo Gil, Olaf Dössel, 2014, Computing in Cardiology 2014.

Towards semantic interoperability for Cardiovascular Risk Stratification into the electronic health records using archetypes and SNOMED-CT

José Luis Rojo-Álvarez, I. Mora-Jiménez, Arcadio García-Alberola, 2014, Computing in Cardiology 2014.

A modified Hilbert-Huang algorithm to assess spectral parameters in intense exercise

José Luis Rojo-Álvarez, Rebeca Goya-Esteban, Óscar Barquero-Pérez, 2013, Computing in Cardiology 2013.

Ontology for Heart Rate Turbulence Domain From The Conceptual Model of SNOMED-CT

José Luis Rojo-Álvarez, I. Mora-Jiménez, Arcadio García-Alberola, 2013, IEEE Transactions on Biomedical Engineering.

Heart Rate Turbulence modulation with coupling interval and heart rate

J. Rojo-álvarez, I. Mora-Jiménez, A. García-Alberola, 2012, 2012 Computing in Cardiology.

Safety threshold of R-wave amplitudes in patients with implantable cardioverter defibrillator

J. Rojo-álvarez, I. Mora-Jiménez, R. Peinado, 2016, Heart.

Comparison of the scope of true and integrated bipolar leads in implantable cardioverter defibrillators

F. Alonso-Atienza, J. Requena-Carrion, J. Vaisanen, 2007, 2007 Computers in Cardiology.

Spectral analysis of intracardiac electrograms during induced and spontaneous ventricular fibrillation in humans.

Felipe Alonso-Atienza, Estrella Everss, Javier Ramos-López, 2009, Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology.

A new algorithm for rhythm discrimination in cardioverter defibrillators based on the initial voltage changes of the ventricular electrogram.

J. Rojo-álvarez, A. García-Alberola, Á. Arenal, 2003, Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology.

Spatio-Temporal Analysis of Water Quality Parameters in Machángara River with Nonuniform Interpolation Methods

José Luis Rojo-Álvarez, Enrique V. Carrera, Margarita Sanroman-Junquera, 2016 .

Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods

José Luis Rojo-Álvarez, Robert Jenssen, Stein Olav Skrøvseth, 2016, J. Biomed. Informatics.

Spectral Analysis and Mutual Information Estimation of Left and Right Intracardiac Electrograms during Ventricular Fibrillation

Estrella Everss, Arcadi García-Alberola, José Luis Rojo-Álvarez, 2020, Sensors.

Sentiment Analysis of Political Tweets From the 2019 Spanish Elections

José Luis Rojo-Álvarez, Cristina Soguero-Ruiz, Margarita Rodríguez-Ibáñez, 2021, IEEE Access.

On the Robustness of Multiscale Indices for Long-Term Monitoring in Cardiac Signals

Rebeca Goya-Esteban, José Luis Rojo-Álvarez, Arcadio García-Alberola, 2019, Entropy.

Multiparametric Monitoring in Equatorian Tomato Greenhouses (III): Environmental Measurement Dynamics

José Luis Rojo-Álvarez, David Rivas-Lalaleo, Sergio Muñoz-Romero, 2018, Sensors.

Multiparametric Monitoring in Equatorian Tomato Greenhouses (I): Wireless Sensor Network Benchmarking

José Luis Rojo-Álvarez, David Rivas-Lalaleo, Sergio Muñoz-Romero, 2018, Sensors.

Design and implementation of a wireless sensor network for rose greenhouses monitoring

David Rivas, Victor Bautista, Omar Galarza-Barrionuevo, 2015, 2015 6th International Conference on Automation, Robotics and Applications (ICARA).

Robust support vector regression for biophysical variable estimation from remotely sensed images

José Luis Rojo-Álvarez, Lorenzo Bruzzone, Farid Melgani, 2006, IEEE Geoscience and Remote Sensing Letters.

Electrocardiographic Fragmented Activity (II): A Machine Learning Approach to Detection

Arcadi García-Alberola, José Luis Rojo-Álvarez, Francisco-Javier Gimeno-Blanes, 2019, Applied Sciences.

Feature selection of seismic waveforms for long period event detection at Cotopaxi Volcano

José Luis Rojo-Álvarez, Enrique V. Carrera, Roman Lara-Cueva, 2016 .

Big-data analytics for Arrhythmia Classification using data compression and kernel methods

José Luis Rojo-Álvarez, I. Mora-Jiménez, Arcadio García-Alberola, 2015, 2015 Computing in Cardiology Conference (CinC).

Traffic sign segmentation and classification using statistical learning methods

José Luis Rojo-Álvarez, I. Mora-Jiménez, Carlos Figuera, 2015, Neurocomputing.

Support Vector Feature Selection for Early Detection of Anastomosis Leakage From Bag-of-Words in Electronic Health Records

José Luis Rojo-Álvarez, Robert Jenssen, Stein Olav Skrøvseth, 2016, IEEE Journal of Biomedical and Health Informatics.

Explicit Recursive and Adaptive Filtering in Reproducing Kernel Hilbert Spaces

José Luis Rojo-Álvarez, Gustavo Camps-Valls, Devis Tuia, 2014, IEEE Transactions on Neural Networks and Learning Systems.

A unified SVM framework for signal estimation

José Luis Rojo-Álvarez, Manel Martínez-Ramón, Jordi Muñoz-Marí, 2013, Digit. Signal Process..

Multiple Correspondence Analysis of Emergencies Attended by Integrated Security Services

José Luis Rojo-Álvarez, Kemal E. Tepe, Enrique V. Carrera, 2019, Applied Sciences.

Automatic ladybird beetle detection using deep-learning models

J. Rojo-álvarez, D. Cisneros-Heredia, Noel Pérez, 2021, PloS one.

Resetting and Entrainment of Reentrant Arrhythmias: Part I: Concepts, Recognition, and Protocol for Evaluation: Surface ECG versus Intracardiac Recordings

J. Rojo-álvarez, J. Almendral, Raúl Caulier-Cisterna, 2013, Pacing and clinical electrophysiology : PACE.

A Flexible 12-Lead/Holter Device with Compression Capabilities for Low-Bandwidth Mobile-ECG Telemedicine Applications

José Luis Rojo-Álvarez, Manuel Blanco-Velasco, Andrés Martínez-Fernández, 2018, Sensors.

Noise Maps for Quantitative and Clinical Severity Towards Long-Term ECG Monitoring

José Luis Rojo-Álvarez, Manuel Blanco-Velasco, Arcadio García-Alberola, 2017, Sensors.

Benchmarking of a T-wave alternans detection method based on empirical mode decomposition

Rebeca Goya-Esteban, José Luis Rojo-Álvarez, Manuel Blanco-Velasco, 2017, Comput. Methods Programs Biomed..

Automatic Recognition of Long Period Events From Volcano Tectonic Earthquakes at Cotopaxi Volcano

José Luis Rojo-Álvarez, Enrique V. Carrera, Román A. Lara-Cueva, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Multi‐Temporal Image Classification with Kernels

L. Gómez-Chova, J. Rojo-álvarez, J. Calpe-Maravilla, 2009 .

Early prediction of tilt test outcome, with support vector machine non linear classifier, using ECG, pressure and impedance signals

Andrea Mocci, Francisco-Javier Gimeno-Blanes, Alberto Rodriguez-Martinez, 2011, 2011 Computing in Cardiology.

On the feasibility of tilt test outcome early prediction using ECG and pressure parameters

José Luis Rojo-Álvarez, Antonio J. Caamaño, Arcadio García-Alberola, 2011, EURASIP J. Adv. Signal Process..

Spatial-Temporal Signals and Clinical Indices in Electrocardiographic Imaging (I): Preprocessing and Bipolar Potentials

Arcadi García-Alberola, José Luis Rojo-Álvarez, Margarita Sanromán-Junquera, 2020, Sensors.

Informative variable identifier: Expanding interpretability in feature selection

José Luis Rojo-Álvarez, I. Mora-Jiménez, Sergio Muñoz-Romero, 2020, Pattern Recognit..

On the use of conventional and statistical-learning techniques for the analysis of PISA results in Spain

José Luis Rojo-Álvarez, Arantza Gorostiaga, J. Rojo-álvarez, 2016, Neurocomputing.

Support Vector Machines for Nonlinear Kernel ARMA System Identification

José Luis Rojo-Álvarez, Aníbal R. Figueiras-Vidal, Gustavo Camps-Valls, 2006, IEEE Transactions on Neural Networks.

Autocorrelation Metrics to Estimate Soil Moisture Persistence From Satellite Time Series: Application to Semiarid Regions

José Luis Rojo-Álvarez, Gustau Camps-Valls, Jordi Muñoz-Marí, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Electrocardiographic Fragmented Activity (I): Physiological Meaning of Multivariate Signal Decompositions

Arcadi García-Alberola, Francisco-Javier Gimeno-Blanes, Francisco-Manuel Melgarejo-Meseguer, 2019, Applied Sciences.

QRS fragmentation index as a new discriminator for early diagnosis of heart diseases

José Luis Rojo-Álvarez, Arcadio García-Alberola, Francisco Javier Gimeno-Blanes, 2017, 2017 Computing in Cardiology (CinC).

Noninvasive Assessment of the Right Ventricular Filling Pressure Gradient

Damien Garcia, Daniel Rodríguez-Pérez, Javier Bermejo, 2007, Circulation.

Computational efficiency and accuracy for QRS detection algorithms on clinical long term multilead monitoring

José Luis Rojo-Álvarez, Manuel Blanco-Velasco, Arcadio García-Alberola, 2016, 2016 Computing in Cardiology Conference (CinC).

Heart Rate Variability on 7-Day Holter Monitoring Using a Bootstrap Rhythmometric Procedure

Rebeca Goya-Esteban, José Luis Rojo-Álvarez, I. Mora-Jiménez, 2010, IEEE Transactions on Biomedical Engineering.

Different Ventricular Fibrillation Types in Low-Dimensional Latent Spaces

J. Rojo-álvarez, A. García-Alberola, E. Carrera, 2023, Sensors.

Cold-Start Promotional Sales Forecasting Through Gradient Boosted-Based Contrastive Explanations

José Luis Rojo-Álvarez, Sergio Muñoz-Romero, Carlos Aguilar-Palacios, 2020, IEEE Access.

Statistical nonlinear analysis for reliable promotion decision-making

José Luis Rojo-Álvarez, I. Mora-Jiménez, María Pilar Martínez-Ruiz, 2014, Digit. Signal Process..

On the differential benchmarking of promotional efficiency with machine learning modeling (I): Principles and statistical comparison

José Luis Rojo-Álvarez, I. Mora-Jiménez, María Pilar Martínez-Ruiz, 2012, Expert Syst. Appl..

Assessing the impact of temporary retail price discounts intervals using SVM semiparametric regression

José Luis Rojo-Álvarez, María Pilar Martínez-Ruiz, Alejandro Mollá-Descals, 2006 .

Deal Effect Curve and Promotional Models - Using Machine Learning and Bootstrap Resampling Test

José Luis Rojo-Álvarez, I. Mora-Jiménez, María Pilar Martínez-Ruiz, 2012, ICPRAM.

Evaluation of Promotional and Cross-Promotional Effects Using Support Vector Machine Semiparametric Regression

J. Rojo-álvarez, M. P. Martínez-Ruiz, F. Gimeno-Blanes, 2011 .

On the Differential Analysis of Enterprise Valuation Methods as a Guideline for Unlisted Companies Assessment (II): Applying Machine-Learning Techniques for Unbiased Enterprise Value Assessment

Cristina Soguero-Ruiz, Francisco-Javier Gimeno-Blanes, Margarita Rodríguez-Ibáñez, 2020, Applied Sciences.

A new approach to the intracardiac inverse problem using Laplacian distance kernel

J. Rojo-álvarez, Sergio Muñoz-Romero, A. García-Alberola, 2018, Biomedical engineering online.

Impact of image spatial, temporal, and velocity resolutions on cardiovascular indices derived from color-Doppler echocardiography

José Luis Rojo-Álvarez, Andrés Martínez-Fernández, Miguel A. García-Fernández, 2007, Medical Image Anal..

Applications of Kernel Methods

José Luis Rojo-Álvarez, Gustavo Camps-Valls, Manel Martínez-Ramón, 2009, Encyclopedia of Data Warehousing and Mining.

On Real-Time Performance Evaluation of Volcano-Monitoring Systems With Wireless Sensor Networks

Marco Zennaro, Diego Benitez, Roman Lara, 2015, IEEE Sensors Journal.

Digital Signal Processing with Kernel Methods

José Luis Rojo-Álvarez, Gustau Camps-Valls, Manel Martínez-Ramón, 2018 .

Support Vector Machine and Kernel Classification Algorithms

José Luis Rojo-Álvarez, Gustau Camps-Valls, Manel Martínez-Ramón, 2018 .

Multivariate feature selection and autoencoder embeddings of ovarian cancer clinical and genetic data

J. Rojo-álvarez, Sergio Muñoz-Romero, J. García-Donas, 2022, Expert Syst. Appl..

Nonparametric Signal Processing Validation in T-Wave Alternans Detection and Estimation

Rebeca Goya-Esteban, José Luis Rojo-Álvarez, Manuel Blanco-Velasco, 2014, IEEE Transactions on Biomedical Engineering.

Clinical severity of noise in ECG

José Luis Rojo-Álvarez, Manuel Blanco-Velasco, Arcadio García-Alberola, 2016, 2016 Computing in Cardiology Conference (CinC).

Evolution of the Heart Rate Variability complexity during Kangchenjunga climbing

José Luis Rojo-Álvarez, Antonio J. Caamaño, Rebeca Goya-Esteban, 2015, 2015 Computing in Cardiology Conference (CinC).

Force Trends and Pulsatility for Catheter Contact Identification in Intracardiac Electrograms during Arrhythmia Ablation

José Luis Rojo-Álvarez, Arcadio García-Alberola, David Rivas-Lalaleo, 2018, Sensors.

Time-Space Sampling and Mobile Device Calibration for WiFi Indoor Location Systems

José Luis Rojo-Álvarez, I. Mora-Jiménez, Mark Richard Wilby, 2011, IEEE Transactions on Mobile Computing.

Convex Programming and Bootstrap Sensitivity for Optimized Electricity Bill in Healthcare Buildings under a Time-Of-Use Pricing Scheme

Antonio G. Marques, Diego Arcos-Aviles, Rodolfo Gordillo-Orquera, 2018, Energies.

Support vector machines framework for linear signal processing

José Luis Rojo-Álvarez, Aníbal R. Figueiras-Vidal, Gustavo Camps-Valls, 2005, Signal Process..

Fetal heart rate complexity measures to detect hypoxia

José Luis Rojo-Álvarez, Antonio J. Caamaño, Rebeca Goya-Esteban, 2015, 2015 Computing in Cardiology Conference (CinC).

Optimizing Average Performance of OFDM Systems Using Limited-Rate Feedback

Jesús Requena-Carrión, José Luis Rojo-Álvarez, Javier Ramos, 2010, IEEE Transactions on Wireless Communications.

Analyzing and Forecasting Electrical Load Consumption in Healthcare Buildings

Antonio G. Marques, Diego Arcos-Aviles, Rodolfo Gordillo-Orquera, 2018 .

Spectral and nonlinear analysis of surgical ventricular fibrillation

José Luis Rojo-Álvarez, Arcadio García-Alberola, Óscar Barquero-Pérez, 2013, Computing in Cardiology 2013.

Nonlinear characteristics of ventricular fibrillation depend on myocardial infarction locations

José Luis Rojo-Álvarez, Arcadio García-Alberola, Óscar Barquero-Pérez, 2013, Computing in Cardiology 2013.

Short-term variability of heart rate turbulence in chronic heart failure.

J. Rojo-álvarez, A. García-Alberola, S. Manzano-Fernández, 2011, Journal of cardiac failure.

Transitions in an integrated model of renal replacement therapy in a regional health system.

J. Rojo-álvarez, P. López-Sánchez, F. Tornero, 2022, Nefrología.

On the Black-Box Challenge for Fraud Detection Using Machine Learning (II): Nonlinear Analysis through Interpretable Autoencoders

J. Rojo-álvarez, Sergio Muñoz-Romero, F. Gimeno-Blanes, 2022, Applied Sciences.

Shape reconstruction of cardiac ischemia from non-contact intracardiac recordings: A model study

José Luis Rojo-Álvarez, Felipe Alonso Atienza, Arcadio García-Alberola, 2012, Math. Comput. Model..

Water Quality Sensing and Spatio-Temporal Monitoring Structure with Autocorrelation Kernel Methods

José Luis Rojo-Álvarez, Enrique V. Carrera, Sergio Muñoz-Romero, 2017, Sensors.

Optimal Double Route Search in a Telecommunication Network: A Telecontrol Network Application

José Luis Rojo-Álvarez, Jesús Cid-Sueiro, Patricia Conde-Pardo, 2011, IEEE Transactions on Reliability.

Critical Telecommunication Services Modeling in a Transmission System Power Operator

José Luis Rojo-Álvarez, Jesús Cid-Sueiro, Juan Ramón Feijoo, 2009, 2009 IEEE 14th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks.

Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods

F. Godtliebsen, R. Jenssen, J. Rojo-álvarez, 2016, J. Biomed. Informatics.

Estimation of the End of Ejection in Aortic Stenosis: An Unreported Source of Error in the Invasive Assessment of Severity

J. Rojo-álvarez, C. Otto, J. Bermejo, 2004, Circulation.

Adaptive and Predictive Control for Operating an Electronic Ballast HID-MH Lamp System Without Acoustic Resonances

Roberto Gutierrez, José Luis Rojo, Jaime Paul Ayala, 2018, IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society.

A group lasso based method for automatic physiological rhythm analysis

Rebeca Goya-Esteban, José Luis Rojo-Álvarez, Arcadio García-Alberola, 2017, 2017 Computing in Cardiology (CinC).

A multicentric study of long-term rhythm patterns in heart rate

Rebeca Goya-Esteban, José Luis Rojo-Álvarez, Arcadio García-Alberola, 2016, 2016 Computing in Cardiology Conference (CinC).

Physiological feature analysis in Heart Rate Turbulence using LASSO model

José Luis Rojo-Álvarez, I. Mora-Jiménez, Arcadio García-Alberola, 2013, Computing in Cardiology 2013.

Quantitative Cluster Headache Analysis for Neurological Diagnosis Support Using Statistical Classification

José Luis Rojo-Álvarez, I. Mora-Jiménez, Younes Jabrane, 2020, Inf..

Extended iris color features analysis and cluster headache diagnosis based on support vector classifier

J. Rojo-álvarez, I. Mora-Jiménez, Y. Jabrane, 2017, 2017 Intelligent Systems and Computer Vision (ISCV).

Cluster Headache Diagnosis Using Iris Color Features and Statistical Pixel Classification

José Luis Rojo-Álvarez, Inmaculada Mora-Jimenez, Mohammed El-Yaagoubi, 2016 .

A fluid dynamics model for wind turbine generators in equatorial environments

David Rivas-Lalaleo, Patricio Reyes-Bedoya, Victor Bautista, 2015, 2015 6th International Conference on Automation, Robotics and Applications (ICARA).

Long-term characterization of persistent atrial fibrillation: wave morphology, frequency, and irregularity analysis

José Luis Rojo-Álvarez, Arcadio García-Alberola, Frida Sandberg, 2014, Medical & Biological Engineering & Computing.

Seven-day Analysis of Atrial Fibrillation and Circadian Rhythms

Rebeca Goya-Esteban, José Luis Rojo-Álvarez, Arcadio García-Alberola, 2013, BIOSIGNALS.

On the Statistical and Temporal Dynamics of Sentiment Analysis

José Luis Rojo-Álvarez, Sergio Muñoz-Romero, Francisco-Javier Gimeno-Blanes, 2020, IEEE Access.

Performance evaluation of a volcano monitoring system using wireless sensor networks

José Luis Rojo-Álvarez, Marco Zennaro, Antonio J. Caamaño, 2014, 2014 IEEE Latin-America Conference on Communications (LATINCOM).

Anomaly Detection From Low-Dimensional Latent Manifolds With Home Environmental Sensors

Rafael Maestre Ferriz, J. Rojo-álvarez, Sergio Muñoz-Romero, 2024, IEEE Internet of Things Journal.

An Embedding Approach for Biomarker Identification in Hypertrophic Cardiomyopathy

J. Rojo-álvarez, Sergio Muñoz-Romero, F. Gimeno-Blanes, 2023, 2023 Computing in Cardiology (CinC).

Optimal Axes for Data Value Estimation in Star Coordinates and Radial Axes Plots

José Luis Rojo-Álvarez, Dirk J. Lehmann, Manuel Rubio-Sánchez, 2021, Comput. Graph. Forum.

Error in the Invasive Assessment of Severity Estimation of the End of Ejection in Aortic Stenosis : An Unreported Source

J. Rojo-álvarez, C. Otto, J. Bermejo, 2004 .