Rojo Álvarez, José Luis joseluis.rojo@urjc.es
Publications
- Articles 180
- Books 3
- Book chapters 10
- Conferences 138
- Working papers 0
- Technical reports 0
- Research projects 2
- Supervised theses 28
- Patent or software license 0
Active learning in latent spaces for long-term ECG monitoring: Morphology and rhythm analysis
- Holgado–Cuadrado R
- Plaza–Seco C
- Melgarejo-Meseguer FM
- Rojo-Álvarez JL
- Blanco–Velasco M
Biomedical Signal Processing And Control - 1/2/2026
10.1016/j.bspc.2025.108622 View at source
- ISSN 17468094
Towards Explainable Artificial Intelligence in Machine Learning: A study on efficient Perturbation-Based Explanations
- Gomez-Talal, Ismael
- Azizsoltani, Mana
- Bote-Curiel, Luis
- Rojo-Alvarez, Jose Luis
- Singh, Ashok
Engineering Applications Of Artificial Intelligence - 1/9/2025
10.1016/j.engappai.2025.110664 View at source
- ISSN 09521976
Interpreting frequency evolution in ventricular fibrillation using embeddings and deep learning methods
- Lozano-Paredes, Dafne
- Sanchez-Munoz, Juan Jose
- Bote-Curiel, Luis
- Melgarejo-Meseguer, Francisco M
- Gil-Izquierdo, Antonio
- Gimeno-Blanes, F Javier
- Rojo-Alvarez, Jose Luis
Engineering Applications Of Artificial Intelligence - 15/8/2025
10.1016/j.engappai.2025.110822 View at source
- ISSN 09521976
Detection of intra-beat waves on ambulatory ECG using manifolds: An explainable deep learning approach
- Plaza-Seco, C.
- Barner, K.E.
- Holgado-Cuadrado, R.
- Melgarejo-Meseguer, F.M.
- Rojo-Álvarez, J.-L.
- Blanco-Velasco, M.
Biomedical Signal Processing And Control - 1/7/2025
Editor: Elsevier Ltd
10.1016/j.bspc.2025.107523 View at source
- ISSN 17468094
- ISSN/ISBN 1746-8108
Discovering Genetic Variants in Hypertrophic Cardiomyopathy With Multiple Machine Learning Techniques
- Lozano-Paredes, Dafne
- Bote-Curiel, Luis
- Sabater-Molina, Maria
- Bielza, Concha
- Gimeno-Blanes, Juan R
- Munoz-Romero, Sergio
- Gimeno-Blanes, F Javier
- Larranaga, Pedro
- Rojo-Alvarez, Jose Luis
Ieee Transactions On Computational Biology And Bioinformatics (p. 1822-1835) - 1/7/2025
10.1109/tcbbio.2025.3572833 View at source
- ISSN 29984165
Understanding the disparities in Mathematics performance: An interpretability-based examination (vol 133, 108109, 2024)
- Gomez-Talal, Ismael
- Bote-Curiel, Luis
- Rojo-Alvarez, Jose Luis
Engineering Applications Of Artificial Intelligence (p. 110579-110579) - 15/6/2025
10.1016/j.engappai.2025.110579 View at source
- ISSN 09521976
Interpretable manifold learning for T-wave alternans assessment with electrocardiographic imaging
- Sanchez-Carballo, E
- Melgarejo-Meseguer, F M
- Vijayakumar, R
- Sanchez-Munoz, J J
- Garcia-Alberola, A
- Rudy, Y
- Rojo-alvarez, J L
Engineering Applications Of Artificial Intelligence - 1/3/2025
10.1016/j.engappai.2024.109996 View at source
- ISSN 09521976
Online automatic detection of phrenic nerve activation during cryoablation procedure for atrial fibrillation treatment
- Gil-Izquierdo, A
- Mateos-Gaitán, R
- Melgarejo-Meseguer, FM
- Gimeno-Blanes, FJ
- Lozano-Paredes, D
- Sánchez-Muñoz, JJ
- García-Alberola, A
- Rojo-alvarez, JL
Biomedical Signal Processing And Control - 1/3/2025
10.1016/j.bspc.2024.107133 View at source
- ISSN 17468094
Interpretable Machine Learning Models for PISA Results in Mathematics
- Gomez-Talal, Ismael
- Bote-Curiel, Luis
- Luis Rojo-Alvarez, Jose
Ieee Access (p. 27371-27397) - 1/1/2025
10.1109/access.2025.3538585 View at source
- ISSN 21693536
Anomaly Detection From Low-Dimensional Latent Manifolds With Home Environmental Sensors
- Melgarejo-Meseguer, FM
- Lorenzo-Bleda, A
- Eduardo-Abbenante, S
- Gimeno-Blanes, FJ
- Everss-Villalba, E
- Muñoz-Romero, S
- Rojo-Alvarez, JL
- Ferriz, RM
Ieee Internet Of Things Journal (p. 13411-13423) - 15/4/2024
10.1109/jiot.2023.3338697 View at source
- ISSN 23274662
Digital signal processing with kernel methods
- Rojo-Álvarez JL
- Martínez-Ramón M
- Muñoz-Marí J
- Camps-Valls G
(p. 1-639) - 1/1/2016
10.1002/9781118705810 View at source
- ISBN 9781119046165; 9781118705810
Kernel Methods in Bioengineering, Signal and Image Processing
- CampsValls, G
- RojoAlvarez, JL
- MartinezRamon, M
Kernel Methods In Bioengineering, Signal And Image Processing (p. 1-416) - 1/1/2007
- iMarina
Big data in restaurant management: Unsupervised modelling of ticket data and environmental variables for sales forecasting
- Ismael Gómez Talal
- Lydia González Serrano
- Pilar Talón Ballestero
- José Luis Rojo Alvarez
Tourism And Icts: Advances In Data Science, Artificial Intelligence And Sustainability (p. 159-168) - 1/1/2024
- iMarina
A Quantitative approach to coaching for beginners engineering students
- José Luis Rojo Alvarez
- Andrés Martínez Fernández
- Inmaculada Mora Jiménez
- Estrella Everss Villalba
Innovación Docente e Investigación en Ciencias, Ingeniería y Arquitectura (p. 855-862) - 1/1/2019
- iMarina
Pulsecurity: Descripción funcional, hardware y procesado de señal de un sistema de monitorización para la tercera edad
- José Luis Rojo Alvarez
- Alejandro Escario Méndez
- Sergio Muñoz Romero
- Tomás Llorente Aguado
- Arcadi García Alberola
- Javier Gimeno Blanes
CASEIB 2016 XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Libro de actas (p. 543-547) - 1/1/2016
- iMarina
A Review of Kernel Methods in ECG Signal Classification
- Rojo-Alvarez, JL
- Camps-Valls, G
- Caamaño-Fernández, AJ
- Guerrero-Martínez, JF
ECG SIGNAL PROCESSING, CLASSIFICATION AND INTERPRETATION: A COMPREHENSIVE FRAMEWORK OF COMPUTATIONAL INTELLIGENCE (p. 195-217) - 1/1/2012
Medidas no invasivas de presiones cardiacas mediante ultrasonidos
- Antoranz Callejo, José Carlos
- Rodríguez Pérez, Daniel
- Desco Menéndez, María del Mar
- Yotti, Raquel
- Cortina, Cristina
- Rojo Alvarez, José Luis
- Bermejo Thomas, Francisco Javier
Nuevas Técnicas De Procesado De Imágenes Médicas: Ingeniería Biomédica (p. 111-130) - 1/1/2011
Editor: Universidad de Castilla-La Mancha
- ISSN/ISBN 978-84-8427-791-0
- Dialnet
- iMarina
Multi-Temporal Image Classification with Kernels
- Muñnoz-Marí J
- Gómez-Chova L
- Martínez-Ramón M
- Rojo-Álvarez JL
- Calpe-Maravilla J
- Camps-Valls G
Kernel Methods for Remote Sensing Data Analysis (p. 125-145) - 1/1/2009
Simulación, Montaje y Caracterización de un Sistema Básico de Comunicaciones por Línea
- Inmaculada Mora Jiménez
- David Gutiérrez Pérez
- Francisco Javier Atero Gómez
- José Luis Rojo Alvarez
I Encuentro de Intercambio de Experiencias en Innovación Docente en la Universidad Rey Juan Carlos: [recurso electrónico] (p. 17- ) - 1/1/2009
- iMarina
Kernel Methods in Bioengineering, Signal and Image Processing Preface
- Camps-Valls, G
- Rojo-Alvarez, JL
- Martínez-Ramón, M
Kernel Methods In Bioengineering, Signal And Image Processing (p. VIII-XII) - 1/1/2007
- iMarina
A Complex Support Vector Machine Approach to OFDM Coherent Demodulation
- Fernández-Getino García MJ
- Rojo-Álvarez JL
- Gil-Jiménez VP
- Alonso-Atienza F
- García-Armada A
Kernel Methods In Bioengineering, Signal And Image Processing (p. 179-202) - 1/1/2007
10.4018/978-1-59904-042-4.ch007 View at source
- iMarina
- iMarina
Discrete Time Signal Processing Framework with Support Vector Machines
- Rojo-Álvarez JL
- Martínez-Ramón M
- Camps-Valls G
- Martínez-Cruz CE
- Figuera C
Kernel Methods In Bioengineering, Signal And Image Processing (p. 150-178) - 1/1/2007
10.4018/978-1-59904-042-4.ch006 View at source
- iMarina
- iMarina
TOWARDS THE EARLY DETECTION OF SPEECH DISORDERS IN CHILDREN APPLYING MANIFOLD LEARNING TECHNIQUES: PRELIMINARY RESULTS
- Loza M
- Grijalva F
- Melgarejo-Meseguer FM
- Rojo-Álvarez JL
- Benítez DS
Iet Conference Proceedings (p. 32-37) - 1/1/2025
10.1049/icp.2025.1241 View at source
- ISSN 27324494
Effects of Torso Impedance on in Silico Voltage Mapping of Cardiac Dipoles of Rotors
- Sanchez-Carballo E
- Melgarejo-Meseguer FM
- Rojo-Álvarez JL
- Berenfeld O
Annsim 2025 Annual Modeling And Simulation Conference 2025 - 1/1/2025
- iMarina
High-Dimensional Feature Characterization of Single Nucleotide Variants in Hypertrophic Cardiomyopathy
- Lozano D
- Bote L
- Bielza C
- Larranaga P
- Sabater M
- Gimeno JR
- Munoz S
- Gimeno FJ
- Rojo JL
2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2023
10.22489/cinc.2023.172 View at source
- ISSN 23258861
Deep Learning and Latent Variables in Nonuniform Antenna Array Processing for Direction of Arrival
- Gomez-Talal I
- Bote-Curiel L
- Rojo-Alvarez JL
- Christodoulou C
- Martinez-Ramon M
2023 35th General Assembly And Scientific Symposium Of The International Union Of Radio Science, Ursi Gass 2023 - 1/1/2023
A Convex Optimized Estimator of the Laplacian Operator for Bioelectric Simulations
- Melgarejo-Meseguer F-M
- Martinez-Mateu L
- Munoz-Romero S
- Gimeno-Blanes F-J
- Garcia-Alberola A
- Rojo-Alvarez J-L
2023 35th General Assembly And Scientific Symposium Of The International Union Of Radio Science, Ursi Gass 2023 - 1/1/2023
Predicting Ovarian Cancer with Machine Learning: Integrating Clinical and Genetic Data
- Gómez-Talal I
- Barquín A
- Bote-Curiel L
- Yagüe-Fernández M
- Rojo-Álvarez JL
- García-Donás J
2013 21st European Signal Processing Conference, Eusipco 2013 (p. 1160-1164) - 1/1/2023
10.23919/eusipco58844.2023.10290122 View at source
- ISSN 22195491
An Embedding Approach for Biomarker Identification in Hypertrophic Cardiomyopathy
- Kazemi-Diaz A
- Bote-Curiel L
- Sabater-Molina M
- Gimeno-Blanes JR
- Sala-Pla S
- Gimeno-Blanes FJ
- Munoz-Romero S
- Rojo-Alvarez JL
2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2023
10.22489/cinc.2023.123 View at source
- ISSN 23258861
Signal Processing and Machine Learning Automated Evaluation of Phrenic Nerve Affectation by Cardiac Stimulation
- Mateos-Gaitan R
- Gil-Izquierdo A
- Gimeno-Blanes FJ
- Melgarejo-Meseguer FM
- Munoz-Esparza C
- Rojo-Alvarez JL
- Garcia-Alberola A
- Sanchez-Munoz JJ
- Gimeno-Blanes F-J
2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2023
10.22489/cinc.2023.282 View at source
- ISSN 23258861
Single Reference Segmentation to Estimate T-Wave Alternans
- Sanchez-Carballo E
- Melgarejo-Meseguer FM
- Rojo-Alvarez JL
- Garcia-Alberola A
- Rudy Y
2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2023
10.22489/cinc.2023.018 View at source
- ISSN 23258861
Improved Machine Learning Strategies and Algorithms for Transmembrane Potential Estimation in Homogeneous Medium
- Feito-Casares E
- Melgarejo-Meseguer FM
- Garcia-Alberola A
- Rojo-Alvarez JL
2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2023
10.22489/cinc.2023.153 View at source
- ISSN 23258861
This researcher has no working papers.
This researcher has no technical reports.
Grupo de investigación de alto rendimiento en Ingeniería Biomecánica y Ciencia de Datos de la URJC.
- Vela Sánchez, Belén (Investigador principal (IP))
- Melero Hernández, Juan Antonio (Investigador principal (IP))
- Botas Echevarría, Juan Ángel (Investigador principal (IP))
- Rojo Álvarez, José Luis (Investigador principal (IP))
- Arboleya Arboleya, Ana (Investigador principal (IP))
- Castro Martínez, María Valeria de (Investigador principal (IP))
- Marcos Martínez, Esperanza (Investigador principal (IP))
Period: 01-01-2024 - 31-12-2024
- iMarina
Variedades intrínsecas y dinámicas: nueva algoritmia, sistema prototipo de venta adicional para turismo sostenible y muerte súbita cardíaca.
- Rojo Álvarez, José Luis (Investigador/a)
- Carro Calvo, Leopoldo (Investigador principal (IP))
- Casillas Pérez, David (Investigador/a)
- González Serrano, Lydia María (Investigador/a)
- FEITO CASARES, ENRIQUE (Investigador/a)
- Caamaño Fernández, Antonio José (Investigador/a)
- Berenfeld, Omer (Investigador/a)
- Martinez Ramon, Manel (Investigador/a)
- Sánchez Muñoz, Juan José (Investigador/a)
- Benito Baz, Gema (Investigador/a)
- Barroso Moreno, Carlos (Investigador/a)
- GIL CASARES CASANOVA, BEATRIZ (Investigador/a)
- Chidean, Mihaela Ioana (Investigador/a)
- Rodríguez Ibáñez, Margarita Carmen (Investigador/a)
- Lozano Paredes, Dafne (Investigador/a)
- Arco Fernández, Eduardo del (Investigador/a)
- Sánchez Carballo, Estela (Investigador/a)
- Gómez Talal, Ismael (Investigador/a)
- López García, Andrea (Investigador/a)
- Feijoo Martínez, Juan Ramón (Investigador/a)
- Talón Ballestero, María del Pilar (Investigador/a)
- Villacé Molinero, María Teresa (Investigador/a)
Period: 01-09-2023 - 31-08-2026
- iMarina
Procesamiento de Señales e Inteligencia Artificial para la Detección y Clasificación de Patrones de Electrocardiograma
- Rebeca Goya Esteban (Director)
- Raul Caulier Cisterna (Director) Doctorando: Alba Vadillo Valderrama
24/9/2024
- iMarina
Time-frequency analysis, audio-based features, and low-dimensional manifold latent spaces in cardiac and seismographic signals
- Melgarejo Meseguer, Francisco Manuel (Otros) Doctorando: CARLOS PAUL BERNAL OÑATE
26/4/2024
- iMarina
Machine Learning Interpretable para la detección del fraude crediticio
- GIMENO BLANES, FRANCISCO JAVIER (Director)
- MORAL RUBIO, SANTIAGO (Codirector)
- Rojo Álvarez, José Luis (Tutor) Doctorando: JACOBO CHAQUET ULLDEMOLINS
11/7/2022
- iMarina
Unsupervised Learning Methods to Extract Clinical Knowledge of Patients with Chronic Diseases
- Soguero Ruíz, Cristina (Codirector)
- Mora Jiménez, Inmaculada (Tutor) Doctorando: CRISTIAN DAVID CHUSHIG MUZO
1/4/2022
- iMarina
Interpretable Data Science Methods for Knowledge Discovery from Ovarian Cancer Data
- Rojo Álvarez, José Luis (Codirector)
- Muñoz Romero, Sergio (Director) Doctorando: LUIS BOTE CURIEL
16/7/2021
- iMarina
Interpretable Machine Learning for Promotional Sales Forecasting
- Sanromán Junquera, Margarita (Codirector)
- Rojo Álvarez, José Luis (Tutor)
- Muñoz Romero, Sergio (Codirector) Doctorando: CARLOS AGUILAR PALACIOS
28/6/2021
- iMarina
VALORACIÓN DE EMPRESAS NO COTIZADAS EN BOLSA
- GIMENO BLANES, FRANCISCO JAVIER (Codirector)
- Soguero Ruíz, Cristina (Director)
- Rojo Álvarez, José Luis (Tutor) Doctorando: GERMANIA ELIZABETH VAYAS ORTEGA
15/12/2020
- iMarina
DIGITAL SIGNAL AND IMAGE PROCESSING FOR AUTONOMIC NERVOUS SYSTEM FUNCION EVALUATION
- Younes Jabrane (Director)
- Rebeca Goya Esteban (Director) Doctorando: Mohammed El Yaagoubi
18/11/2020
- iMarina
PROCESAMIENTO DIGITAL DE REGISTROS INTRACARDÍACOS Y DE MAPEO ÓPTICO
- HUERTA, MÓNICA KAREL (Codirector)
- Rojo Álvarez, José Luis (Director) Doctorando: DAVID RAIMUNDO RIVAS LALALEO
27/9/2019
- iMarina
This researcher has no patents or software licenses.
Research groups
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ORCID
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