José Luis Rojo-Álvarez

发表

Digital recovery of biomedical signals from binary images

José Luis Rojo-Álvarez, Margarita Sanromán-Junquera, I. Mora-Jiménez, 2012, Signal Process..

A Review of Kernel Methods in ECG Signal Classification

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

Support Vector Robust Algorithms for Non-parametric Spectral Analysis

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

Nonparametric Model Comparison and Uncertainty Evaluation for Signal Strength Indoor Location

Estrella Everss, José Luis Rojo-Álvarez, I. Mora-Jiménez, 2009, IEEE Transactions on Mobile Computing.

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..

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.

Effect of interpolation on electroanatomical mapping

José Luis Rojo-Álvarez, Margarita Sanromán-Junquera, I. Mora-Jiménez, 2015, 2015 Computing in Cardiology Conference (CinC).

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.

Forecasting Promotional Sales Within the Neighbourhood

José Luis Rojo-Álvarez, Sergio Muñoz-Romero, Carlos Aguilar-Palacios, 2019, IEEE Access.

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.

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.

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..

Data Amount Reduction in Mosaic Image Transmission Techniques for Digital Interactive Television Applications

José Luis Rojo-Álvarez, Gonzalo Olmedo, Inmaculada Mora-Jiménez, 2018, IEEE Access.

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.

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.

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).

Effect of different ventricular arrhythmia origin on cardiac sounds variability using M-mode signals representation

Rebeca Goya-Esteban, José Luis Rojo-Álvarez, Margarita Sanromán-Junquera, 2017, 2017 Computing in Cardiology (CinC).

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.

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 .

An Improved Secure Image Transmission Technique via Mosaic Images by Nearly Reversible Color Transformations

José Luis Rojo-Álvarez, I. Mora-Jiménez, Freddy Acosta Buenaño, 2017, SIGMAP.

Analysis of heart rate variability influence on heart rate turbulence using boosted regression trees in heart failure patients

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

On the Influence of Heart Rate and Coupling Interval Prematurity on Heart Rate Turbulence

Arcadi García-Alberola, José Luis Rojo-Álvarez, Eduardo Gil, 2017, IEEE Transactions on Biomedical Engineering.

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

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

Heart Rate Turbulence Denoising Using Support Vector Machines

Estrella Everss, José Luis Rojo-Álvarez, I. Mora-Jiménez, 2009, IEEE Transactions on Biomedical Engineering.

Informative variable identifier: Expanding interpretability in feature selection

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

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

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

Heart rate turbulence denoising benchmarking using a lumped parameter model

Oscar Barquero-Perez, Rebeca Goya-Esteban, Arcadi García-Alberola, 2011 .

Support Vector Machine and Kernel Classification Algorithms

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

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.

Contributions of the 12 Segments of Left Ventricular Myocardium to the Body Surface Potentials

Jesús Requena-Carrión, José Luis Rojo-Álvarez, Felipe Alonso Atienza, 2007, FIMH.

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.

Auto-cropping of phone camera color images to segment cardiac signals in ECG printouts

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

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.

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.

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..

Statistical nonlinear analysis for reliable promotion decision-making

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

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).

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.

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..

Support vector machines for robust channel estimation in OFDM

José Luis Rojo-Álvarez, Felipe Alonso Atienza, M. Julia Fernández-Getino García, 2006, IEEE Signal Processing Letters.

Modeling Link Events in High Reliability Networks With Support Vector Machines

José Luis Rojo-Álvarez, Jesús Cid-Sueiro, Patricia Conde-Pardo, 2010, IEEE Transactions on Reliability.

Towards Organization Management Using Exploratory Screening and Big Data Tests: A Case Study of the Spanish Red Cross

José Luis Rojo-Álvarez, Sergio Muñoz-Romero, Cristina Soguero-Ruiz, 2019, IEEE Access.

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.

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..

Cardiac Fibrosis Detection Applying Machine Learning Techniques to Standard 12-Lead ECG

José Luis Rojo-Álvarez, Arcadio García-Alberola, Francisco Javier Gimeno-Blanes, 2018, 2018 Computing in Cardiology Conference (CinC).

On the Statistical and Temporal Dynamics of Sentiment Analysis

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

Sparse Deconvolution Using Support Vector Machines

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

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..

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

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

Digital Signal Processing with Kernel Methods

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

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..

Multivariate spatial clustering of traffic accidents for local profiling of risk factors

José Luis Rojo-Álvarez, I. Mora-Jiménez, Antonio J. Caamaño, 2011, 2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC).

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

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

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.

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.

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.

Design and optimization of an ECG / holter hybrid system for mobile systems based on DSPic

José Luis Rojo-Álvarez, Manuel Blanco-Velasco, Flavio M. Pineda-López, 2014, Computing in Cardiology 2014.

Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods

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

Kernel Methods in Bioengineering, Signal And Image Processing

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

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

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

Simple Algorithms for Estimating the Symbol Timing Offset in DCT-Based Multicarrier Systems

José Luis Rojo-Álvarez, Manuel Blanco-Velasco, Fernando Cruz-Roldán, 2018, Wirel. Commun. Mob. Comput..

From E-911 to NG-911: Overview and Challenges in Ecuador

José Luis Rojo-Álvarez, Enrique V. Carrera, Kemal Tepe, 2018, IEEE Access.

Statistical, Spatial and Temporal Mapping of 911 Emergencies in Ecuador

José Luis Rojo-Álvarez, Enrique V. Carrera, Sergio Muñoz-Romero, 2018 .

Fuzzy sigmoid kernel for support vector classifiers

José Luis Rojo-Álvarez, Gustavo Camps-Valls, José David Martín-Guerrero, 2004, Neurocomputing.

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.

Big and Deep Hype and Hope: On the Special Issue for Deep Learning and Big Data in Healthcare

José Luis Rojo-Álvarez, 2019 .

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

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

Kernel DOA estimation in nonuniform arrays

José Luis Rojo-Álvarez, Manel Martínez-Ramón, Christos Christodoulou, 2018, 2018 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting.

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..

Learning non-linear time-scales with kernel gamma-filters

Jesús Requena-Carrión, José Luis Rojo-Álvarez, Gustavo Camps-Valls, 2009, Neurocomputing.

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.

Classifying cardiac arrhythmic episodes via data compression

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

A unified SVM framework for signal estimation

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

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.

Heart Rate Turbulence modeling using Boosted Regression Trees

José Luis Rojo-Álvarez, Arcadio García-Alberola, Rebeca Goya-Esteban, 2015, 2015 Computing in Cardiology Conference (CinC).

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.

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

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

Nonlinear System Identification With Composite Relevance Vector Machines

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

Discrete Time Signal Processing Framework with Support Vector Machines

José Luis Rojo-Álvarez, Gustavo Camps-Valls, Manel Martínez-Ramón, 2007 .

A quantitative analysis on the intracardiac electrogram contact during ventricular tachycardia ablation

José Luis Rojo-Álvarez, Margarita Sanromán-Junquera, Arcadio García-Alberola, 2016, 2016 Computing in Cardiology Conference (CinC).

QRS delineation algorithms comparison and model fine tuning for automatic clinical classification

José Luis Rojo-Álvarez, Arcadio García-Alberola, Francisco Javier Gimeno-Blanes, 2013, Computing in Cardiology 2013.

On the early detection of perinatal hypoxia with information-theory based methods

José Luis Rojo-Álvarez, Ricardo Santiago-Mozos, Carlos Martín-Caballero, 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.

Non-uniform interpolation of Cardiac Navigation maps using support vector machines with autocorrelation kernel

José Luis Rojo-Álvarez, Margarita Sanromán-Junquera, Arcadio García-Alberola, 2016, 2016 Computing in Cardiology Conference (CinC).

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.

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.

Rapid Estimation of TVWS: A Probabilistic Approach Based on Sensed Signal Parameters

José Luis Rojo-Álvarez, Kemal E. Tepe, Sabbir Ahmed, 2020 .

Advanced support vector machines for 802.11 indoor location

José Luis Rojo-Álvarez, I. Mora-Jiménez, Antonio J. Caamaño, 2012, Signal Process..

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.

Gaussian Processes for Direction-of-Arrival Estimation With Random Arrays

José Luis Rojo-Álvarez, Christos G. Christodoulou, Manel Martínez-Ramón, 2019, IEEE Antennas and Wireless Propagation Letters.

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

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

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.

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..

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).

Spectrally adapted Mercer kernels for support vector nonuniform interpolation

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

Entropic Statistical Description of Big Data Quality in Hotel Customer Relationship Management

José Luis Rojo-Álvarez, Sergio Muñoz-Romero, Cristina Soguero-Ruíz, 2019, Entropy.

T-Wave Alternans Analysis With Electrocardiographic Imaging

Rebeca Goya-Esteban, José Luis Rojo-Álvarez, Arcadio García-Alberola, 2018, 2018 Computing in Cardiology Conference (CinC).

Bootstrap feature selection in support vector machines for ventricular fibrillation detection

José Luis Rojo-Álvarez, Gustavo Camps-Valls, Felipe Alonso Atienza, 2006, ESANN.

Cluster Headache Diagnosis Using Iris Color Features and Statistical Pixel Classification

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

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.

Support Vector Method for ARMA System Identification: A Robust Cost Interpretation

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

On feature extraction for noninvasive kernel estimation of left ventricular chamber function indices from echocardiographic images

José Luis Rojo-Álvarez, Ricardo Santiago-Mozos, Daniel Rodríguez-Pérez, 2015, Digit. Signal Process..

Seven-day Analysis of Atrial Fibrillation and Circadian Rhythms

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

Quantitative Cluster Headache Analysis for Neurological Diagnosis Support Using Statistical Classification

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

Spectral and nonlinear analysis of surgical ventricular fibrillation

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

Support vector machines framework for linear signal processing

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

A Cardiac Web Prototype for Semantic Interoperability and Decision Support

Arcadi García-Alberola, José Luis Rojo-Álvarez, Cristina Soguero-Ruiz, 2015 .

Traffic sign segmentation and classification using statistical learning methods

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

Fundamental frequency estimation in atrial fibrillation signals using correntropy and Fourier Organization Analysis

José Luis Rojo-Álvarez, I. Mora-Jiménez, Arcadio García-Alberola, 2012, 2012 3rd International Workshop on Cognitive Information Processing (CIP).

Multiple Correspondence Analysis of Emergencies Attended by Integrated Security Services

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

Data-driven Temporal Prediction of Surgical Site Infection

José Luis Rojo-Álvarez, Fei Wang, Robert Jenssen, 2015, AMIA.

Introduction to Digital Signal Processing

José Luis Rojo-Álvarez, Gustau Camps-Valls, Jordi Muñoz-Marí, 2018 .

On the use of multi-class support vector machines for classification of seismic signals at Cotopaxi volcano

José Luis Rojo-Álvarez, Diego S. Benítez, Román Lara-Cueva, 2017, 2017 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC).

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.

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.

Finding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis

José Luis Rojo-Álvarez, I. Mora-Jiménez, Sergio Muñoz-Romero, 2020, 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

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.

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..

An Accurate Probabilistic Model for TVWS Identification

José Luis Rojo-Álvarez, Kemal Tepe, Sabbir Ahmed, 2019 .

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.

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.

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).

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).

An Introduction to Kernel Methods

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

Cardiac arrhythmia discrimination using evolutionary computation

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

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.

Spectral analysis of Electroanatomical Maps for spatial bandwidth estimation as support to ablation

José Luis Rojo-Álvarez, Margarita Sanromán-Junquera, I. Mora-Jiménez, 2015, 2015 Computing in Cardiology Conference (CinC).

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.

Analysis of the robustness of spectral indices during ventricular fibrillation

Jesús Requena-Carrión, Estrella Everss, José Luis Rojo-Álvarez, 2013, Biomed. Signal Process. Control..

Morphological analysis on single lead contactless ECG monitoring based on a beat-template development

José Luis Rojo-Álvarez, Arcadio García-Alberola, Francisco Javier Gimeno-Blanes, 2014, Computing in Cardiology 2014.

Autocorrelation kernel support vector machines for Doppler ultrasound M-mode images denoising

José Luis Rojo-Álvarez, Alicia Guerrero-Curieses, Cristina Soguero-Ruíz, 2016, 2016 Computing in Cardiology Conference (CinC).

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.

A Complex Support Vector Machine Approach to OFDM Coherent Demodulation

José Luis Rojo-Álvarez, Ana Garcia-Armada, F. Alonso-Atienza, 2007 .

Nonuniform Interpolation of Cardiac Navigation Maps Using Support Vector Machines.

Arcadi García-Alberola, José Luis Rojo-Álvarez, Margarita Sanroman-Junquera, 2016 .

Gaussian Process Regression for Array Interpolation

José Luis Rojo-Álvarez, Christos G. Christodoulou, Manel Martínez-Ramón, 2019, 2019 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting.

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.

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).

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).

Influence of Normalization on the Analysis of Electroanatomical Maps with Manifold Harmonics

José Luis Rojo-Álvarez, Margarita Sanromán-Junquera, I. Mora-Jiménez, 2016, IWBBIO.

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.

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 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.

Numerical Analysis of the Resolution of Surface Electrocardiographic Lead Systems

Jesús Requena-Carrión, José Luis Rojo-Álvarez, Felipe Alonso Atienza, 2007, FIMH.

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).

Applications of Kernel Methods

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

Robust gamma-filter using support vector machines

José Luis Rojo-Álvarez, Gustavo Camps-Valls, Emilio Soria-Olivas, 2004, Neurocomputing.

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.

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).

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).

Nonuniform Interpolation of Noisy Signals Using Support Vector Machines

José Luis Rojo-Álvarez, Felipe Alonso Atienza, Manel Martínez-Ramón, 2007, IEEE Transactions on Signal Processing.

Clinical severity of noise in ECG

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

Bootstrap resampling feature selection and Support Vector Machine for early detection of Anastomosis Leakage

José Luis Rojo-Álvarez, Robert Jenssen, Stein Olav Skrøvseth, 2014, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

Sentiment Analysis of Political Tweets From the 2019 Spanish Elections

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

Causal Quantification of Cannibalization During Promotional Sales in Grocery Retail

José Luis Rojo-Álvarez, Sergio Muñoz-Romero, Carlos Aguilar-Palacios, 2021, IEEE Access.

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.

A Resampling Univariate Analysis Approach to Ovarian Cancer From Clinical and Genetic Data

José Luis Rojo-Álvarez, Luis Bote-Curiel, Sergio Ruiz-Llorente, 2021, IEEE Access.

Comparison of Infinite Impulse Response (IIR) and Finite Impulse Response (FIR) Filters in Cardiac Optical Mapping Records

José Luis Rojo-Álvarez, David Rivas-Lalaleo, Sergio Muñoz-Romero, 2021 .

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.

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.

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.

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 .

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

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

Fundamental frequency and regularity of cardiac electrograms with Fourier organization analysis

Oscar Barquero-Perez, Felipe Alonso-Atienza, José Luis Rojo-Álvarez, 2009 .

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 .