José Luis Rojo-Álvarez

According to our database1, José Luis Rojo-Álvarez authored at least 122 papers between 2002 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Informative variable identifier: Expanding interpretability in feature selection.
Pattern Recognition, 2020

2019
Enabling Heart Self-Monitoring for All and for AAL - Portable Device within a Complete Telemedicine System.
Sensors, 2019

Entropic Statistical Description of Big Data Quality in Hotel Customer Relationship Management.
Entropy, 2019

On the Robustness of Multiscale Indices for Long-Term Monitoring in Cardiac Signals.
Entropy, 2019

Towards Organization Management Using Exploratory Screening and Big Data Tests: A Case Study of the Spanish Red Cross.
IEEE Access, 2019

Forecasting Promotional Sales Within the Neighbourhood.
IEEE Access, 2019

2018
Simple Algorithms for Estimating the Symbol Timing Offset in DCT-Based Multicarrier Systems.
Wireless Communications and Mobile Computing, 2018

Arrhythmia Mechanism and Scaling Effect on the Spectral Properties of Electroanatomical Maps With Manifold Harmonics.
IEEE Trans. Biomed. Engineering, 2018

Force Trends and Pulsatility for Catheter Contact Identification in Intracardiac Electrograms during Arrhythmia Ablation.
Sensors, 2018

A Flexible 12-Lead/Holter Device with Compression Capabilities for Low-Bandwidth Mobile-ECG Telemedicine Applications.
Sensors, 2018

On the Beat Detection Performance in Long-Term ECG Monitoring Scenarios.
Sensors, 2018

Multiparametric Monitoring in Equatorian Tomato Greenhouses (III): Environmental Measurement Dynamics.
Sensors, 2018

Multiparametric Monitoring in Equatorian Tomato Greenhouses (II): Energy Consumption Dynamics.
Sensors, 2018

Multiparametric Monitoring in Equatorian Tomato Greenhouses (I): Wireless Sensor Network Benchmarking.
Sensors, 2018

Classifying cardiac arrhythmic episodes via data compression.
Neurocomputing, 2018

Event Analysis on Power Communication Networks With Big Data for Maintenance Forms.
IEEE Access, 2018

From E-911 to NG-911: Overview and Challenges in Ecuador.
IEEE Access, 2018

Data Amount Reduction in Mosaic Image Transmission Techniques for Digital Interactive Television Applications.
IEEE Access, 2018

T-Wave Alternans Analysis With Electrocardiographic Imaging.
Proceedings of the Computing in Cardiology, 2018

Cardiac Fibrosis Detection Applying Machine Learning Techniques to Standard 12-Lead ECG.
Proceedings of the Computing in Cardiology, 2018

2017
On the Influence of Heart Rate and Coupling Interval Prematurity on Heart Rate Turbulence.
IEEE Trans. Biomed. Engineering, 2017

Water Quality Sensing and Spatio-Temporal Monitoring Structure with Autocorrelation Kernel Methods.
Sensors, 2017

Noise Maps for Quantitative and Clinical Severity Towards Long-Term ECG Monitoring.
Sensors, 2017

Benchmarking of a T-wave alternans detection method based on empirical mode decomposition.
Computer Methods and Programs in Biomedicine, 2017

An Improved Secure Image Transmission Technique via Mosaic Images by Nearly Reversible Color Transformations.
Proceedings of the 14th International Joint Conference on e-Business and Telecommunications (ICETE 2017), 2017

Effect of Different Ventricular Arrhythmia Origin on Cardiac Sound Variability Using M-mode Signal Representation.
Proceedings of the Computing in Cardiology, 2017

QRS Fragmentation Index as a New Discriminator for Early Diagnosis of Heart Diseases.
Proceedings of the Computing in Cardiology, 2017

A Group Lasso Based Method for Automatic Physiological Rhythm Analysis.
Proceedings of the Computing in Cardiology, 2017

Analysis of Heart Rate Variability Influence on Heart Rate Turbulence Using Boosted Regression Trees in Heart Failure Patients.
Proceedings of the Computing in Cardiology, 2017

2016
Support Vector Feature Selection for Early Detection of Anastomosis Leakage From Bag-of-Words in Electronic Health Records.
IEEE J. Biomedical and Health Informatics, 2016

Automatic Recognition of Long Period Events From Volcano Tectonic Earthquakes at Cotopaxi Volcano.
IEEE Trans. Geoscience and Remote Sensing, 2016

Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods.
Journal of Biomedical Informatics, 2016

On the use of conventional and statistical-learning techniques for the analysis of PISA results in Spain.
Neurocomputing, 2016

Influence of Normalization on the Analysis of Electroanatomical Maps with Manifold Harmonics.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016

Autocorrelation Kernel Support Vector Machines for Doppler Ultrasound M-Mode Images Denoising.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

A Quantitative Analysis on the Intracardiac Electrogram Contact During Ventricular Tachycardia Ablation.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

An Approach to New Methods for Digital Processing on Optical Mapping Sequences and Electrical Mapping.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Computational Efficiency and Accuracy for QRS Detection Algorithms on Clinical Long Term Multilead Monitoring.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Auto-Cropping of Phone Camera Color Images to Segment Cardiac Signals in ECG Printouts.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016


Clinical Severity of Noise in ECG.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Nonuniform Interpolation of Cardiac Navigation Maps Using Support Vector Machines.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015
Symmetrical Compression Distance for Arrhythmia Discrimination in Cloud-Based Big-Data Services.
IEEE J. Biomedical and Health Informatics, 2015

Traffic sign segmentation and classification using statistical learning methods.
Neurocomputing, 2015

On feature extraction for noninvasive kernel estimation of left ventricular chamber function indices from echocardiographic images.
Digital Signal Processing, 2015

Web Application for Data Exchange and Follow-up in Heart Rate Turbulence.
Proceedings of the Computing in Cardiology, 2015

Effect of Interpolation on Electroanatomical Mapping.
Proceedings of the Computing in Cardiology, 2015

Spectral Analysis of Electroanatomical Maps for Spatial Bandwidth Estimation as Support to Ablation.
Proceedings of the Computing in Cardiology, 2015

Big-Data Analytics for Arrhythmia Classification using Data Compression and Kernel Methods.
Proceedings of the Computing in Cardiology, 2015

Evolution of the Heart Rate Variability Complexity during Kangchenjunga Climbing.
Proceedings of the Computing in Cardiology, 2015

Heart Rate Turbulence Modeling using Boosted Regression Trees.
Proceedings of the Computing in Cardiology, 2015

Fetal Heart Rate Complexity Measures to Detect Hypoxia.
Proceedings of the Computing in Cardiology, 2015

Data-driven Temporal Prediction of Surgical Site Infection.
Proceedings of the AMIA 2015, 2015

2014
Support vector machines in engineering: an overview.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2014

Explicit Recursive and Adaptive Filtering in Reproducing Kernel Hilbert Spaces.
IEEE Trans. Neural Netw. Learning Syst., 2014

Nonparametric Signal Processing Validation in T-Wave Alternans Detection and Estimation.
IEEE Trans. Biomed. Engineering, 2014

Detection of Life-Threatening Arrhythmias Using Feature Selection and Support Vector Machines.
IEEE Trans. Biomed. Engineering, 2014

Spectrally adapted Mercer kernels for support vector nonuniform interpolation.
Signal Processing, 2014

Long-term characterization of persistent atrial fibrillation: wave morphology, frequency, and irregularity analysis.
Med. Biol. Engineering and Computing, 2014

Statistical nonlinear analysis for reliable promotion decision-making.
Digital Signal Processing, 2014

A unified SVM framework for signal estimation.
Digital Signal Processing, 2014

Performance evaluation of a volcano monitoring system using wireless sensor networks.
Proceedings of the IEEE Latin-America Conference on Communications, 2014

Towards Semantic Interoperability for Cardiovascular Risk Stratification into the Electronic Health Records Using Archetypes and SNOMED-CT.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Design and Optimization of an ECG / Holter Hybrid System for Mobile Systems based on DSPic.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Cardiac Arrhythmia Discrimination using Evolutionary Computation.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Post Extrasystolic T Wave Change in Subjects With Structural Healthy Ventricles - Measurement and Simulation.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Morphological Analysis on Single Lead Contactless ECG Monitoring Based on a Beat-TemplateDevelopment.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Bootstrap resampling feature selection and Support Vector Machine for early detection of Anastomosis Leakage.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013
Ontology for Heart Rate Turbulence Domain From The Conceptual Model of SNOMED-CT.
IEEE Trans. Biomed. Engineering, 2013

Weaning outcome prediction from heterogeneous time series using Normalized Compression Distance and Multidimensional Scaling.
Expert Syst. Appl., 2013

Analysis of the robustness of spectral indices during ventricular fibrillation.
Biomed. Signal Proc. and Control, 2013

On the Early Detection of Perinatal Hypoxia with Information-Theory based Methods.
Proceedings of the Computing in Cardiology, 2013

Spectral and Nonlinear Analysis in Surgical Ventricular Fibrillation.
Proceedings of the Computing in Cardiology, 2013

A Modified Hilbert-Huang Algorithm to Assess Spectral Parameters in Intense Exercise.
Proceedings of the Computing in Cardiology, 2013

Nonlinear Characteristics of Ventricular FibrillationDepend on Myocardial Infarction Locations.
Proceedings of the Computing in Cardiology, 2013

QRS Delineation Algorithms Comparison and Model Fine Tuning for Automatic Clinical Classification.
Proceedings of the Computing in Cardiology, 2013

eLab: A Web-based Platform to Perform HRV Analysis and Store Cardiac Signals.
Proceedings of the Computing in Cardiology, 2013

Physiological Feature Analysis in Heart Rate Turbulence using LASSO Model.
Proceedings of the Computing in Cardiology, 2013

Seven-day Analysis of Atrial Fibrillation and Circadian Rhythms.
Proceedings of the BIOSIGNALS 2013, 2013

2012
Digital recovery of biomedical signals from binary images.
Signal Processing, 2012

Advanced support vector machines for 802.11 indoor location.
Signal Processing, 2012

Shape reconstruction of cardiac ischemia from non-contact intracardiac recordings: A model study.
Mathematical and Computer Modelling, 2012

On the differential benchmarking of promotional efficiency with machine learning modelling (II): Practical applications.
Expert Syst. Appl., 2012

On the differential benchmarking of promotional efficiency with machine learning modeling (I): Principles and statistical comparison.
Expert Syst. Appl., 2012

Feature selection using support vector machines and bootstrap methods for ventricular fibrillation detection.
Expert Syst. Appl., 2012

Deal Effect Curve and Promotional Models - Using Machine Learning and Bootstrap Resampling Test.
Proceedings of the ICPRAM 2012, 2012

Fundamental frequency estimation in atrial fibrillation signals using correntropy and Fourier Organization Analysis.
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

2011
Optimal Double Route Search in a Telecommunication Network: A Telecontrol Network Application.
IEEE Trans. Reliability, 2011

Time-Space Sampling and Mobile Device Calibration for WiFi Indoor Location Systems.
IEEE Trans. Mob. Comput., 2011

On the feasibility of tilt test outcome early prediction using ECG and pressure parameters.
EURASIP J. Adv. Sig. Proc., 2011

Multivariate spatial clustering of traffic accidents for local profiling of risk factors.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

Spectrally adapted mercer kernels for support vector signal interpolation.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Optimizing Average Performance of OFDM Systems Using Limited-Rate Feedback.
IEEE Trans. Wireless Communications, 2010

Modeling Link Events in High Reliability Networks With Support Vector Machines.
IEEE Trans. Reliability, 2010

Heart Rate Variability on 7-Day Holter Monitoring Using a Bootstrap Rhythmometric Procedure.
IEEE Trans. Biomed. Engineering, 2010

Fundamental Frequency and Regularity of Cardiac Electrograms With Fourier Organization Analysis.
IEEE Trans. Biomed. Engineering, 2010

2009
An Introduction to Kernel Methods.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Applications of Kernel Methods.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Nonparametric Model Comparison and Uncertainty Evaluation for Signal Strength Indoor Location.
IEEE Trans. Mob. Comput., 2009

Heart Rate Turbulence Denoising Using Support Vector Machines.
IEEE Trans. Biomed. Engineering, 2009

Sensitivity and Spatial Resolution of Transvenous Leads in Implantable Cardioverter Defibrillator.
IEEE Trans. Biomed. Engineering, 2009

Learning non-linear time-scales with kernel gamma-filters.
Neurocomputing, 2009

On the Performance of Kernel Methods for Skin Color Segmentation.
EURASIP J. Adv. Sig. Proc., 2009

Critical Telecommunication Services Modeling in a Transmission System Power Operator.
Proceedings of the IEEE 14th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2009

2008
Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection.
IEEE Trans. Geoscience and Remote Sensing, 2008

Sparse Deconvolution Using Support Vector Machines.
EURASIP J. Adv. Sig. Proc., 2008

2007
Nonuniform Interpolation of Noisy Signals Using Support Vector Machines.
IEEE Trans. Signal Processing, 2007

Nonlinear System Identification With Composite Relevance Vector Machines.
IEEE Signal Process. Lett., 2007

Impact of image spatial, temporal, and velocity resolutions on cardiovascular indices derived from color-Doppler echocardiography.
Medical Image Analysis, 2007

Contributions of the 12 Segments of Left Ventricular Myocardium to the Body Surface Potentials.
Proceedings of the Functional Imaging and Modeling of the Heart, 2007

Numerical Analysis of the Resolution of Surface Electrocardiographic Lead Systems.
Proceedings of the Functional Imaging and Modeling of the Heart, 2007

2006
Support Vector Machines for Nonlinear Kernel ARMA System Identification.
IEEE Trans. Neural Networks, 2006

Support vector analysis of color-Doppler images: a new approach for estimating indices of left ventricular function.
IEEE Trans. Med. Imaging, 2006

Support vector machines for robust channel estimation in OFDM.
IEEE Signal Process. Lett., 2006

Robust support vector regression for biophysical variable estimation from remotely sensed images.
IEEE Geosci. Remote Sensing Lett., 2006

Bootstrap feature selection in support vector machines for ventricular fibrillation detection.
Proceedings of the ESANN 2006, 2006

2005
Support vector machines framework for linear signal processing.
Signal Processing, 2005

2004
Support vector method for robust ARMA system identification.
IEEE Trans. Signal Processing, 2004

Fuzzy sigmoid kernel for support vector classifiers.
Neurocomputing, 2004

Robust gamma-filter using support vector machines.
Neurocomputing, 2004

2002
Support Vector Method for ARMA System Identification: A Robust Cost Interpretation.
Proceedings of the Artificial Neural Networks, 2002

Support Vector Robust Algorithms for Non-parametric Spectral Analysis.
Proceedings of the Artificial Neural Networks, 2002


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