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J

José Luis Rojo‐Álvarez

Universidad Rey Juan Carlos

37H-index
385Paper Count
5.3KCitation Count
Published Papers 102
Publication Date
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Learning Reconstructive Embeddings in Reproducing Kernel Hilbert Spaces via the Representer Theorem
errIEEE Open Journal of the Computer Society
IF8.2
err2026-04-09
err0
errOAAI
errEnrique Feito-Casares; Francisco M. Melgarejo-Meseguer; José Luis Rojo-Álvarez
errShare
errSave
Methods for estimating lower-limb joint kinematics from six stride descriptors
errKnowledge-Based Systems
IF7.6
err2025-12-04
err0
errOAAI
errEstela Sánchez-Carballo; Francisco Manuel Melgarejo-Meseguer; Pablo Floría; José Luis Rojo-Álvarez
errShare
errSave
Manifold Learning Approaches for Characterizing Photoplethysmographic Signals
errIEEE Transactions on Biomedical Engineering
IF4.5
err2025-10-27
err0
errOAAI
errEnrique Feito-Casares; Francisco M. Melgarejo-Meseguer; Alejandro Cobo; Luis Baumela; José-Luis Rojo-Álvarez
errShare
errSave
Identifying high-risk pregnancies in rural areas with machine-manifold learning
errEngineering Applications of Artificial Intelligence
IF8
err2025-10-24
err0
errOAAI
errIgnacio Prieto-Egido; Alicia Guerrero-Curieses; Andrés Martínez-Fernández; José Luis Rojo-Álvarez
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errSave
Active learning in latent spaces for long-term ECG monitoring: Morphology and rhythm analysis
errBiomedical Signal Processing and Control
IF4.9
err2025-09-12
err0
PREAI
errRoberto Holgado–Cuadrado; Carmen Plaza–Seco; Francisco Manuel Melgarejo-Meseguer; José Luis Rojo-Álvarez; Manuel Blanco–Velasco
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errSave
Detection of intra-beat waves on ambulatory ECG using manifolds: An explainable deep learning approach
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2025-07-01
err0
PREAI
errPlaza-Seco, Carmen; Barner, Kenneth E.; Holgado-Cuadrado, Roberto; Melgarejo-Meseguer, Francisco M.; Rojo-alvarez, Jose-Luis; Blanco-Velasco, Manuel
errShare
errSave
Discovering Genetic Variants in Hypertrophic Cardiomyopathy With Multiple Machine Learning Techniques
errieee acm transactions on computational biology and bioinformatics
IF0
err2025-07-01
err0
errOAAI
errDafne Lozano-Paredes; Luis Bote-Curiel; María Sabater-Molina; Concha Bielza; Juan R Gimeno-Blanes; Sergio Muñoz-Romero; F Javier Gimeno-Blanes; Pedro Larrañaga; José Luis Rojo-Álvarez
errShare
errSave
Towards Explainable Artificial Intelligence in Machine Learning: A study on efficient Perturbation-Based Explanations
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-06-01
err0
errOAAI
errGomez-Talal, Ismael; Azizsoltani, Mana; Bote-Curiel, Luis; Rojo-Alvarez, Jose Luis; Singh, Ashok
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errSave
Interpreting frequency evolution in ventricular fibrillation using embeddings and deep learning methods
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-05-24
err0
errOAAI
errLozano-Paredes, Dafne; Sanchez-Munoz, Juan Jose; Bote-Curiel, Luis; Melgarejo-Meseguer, Francisco M.; Gil-Izquierdo, Antonio; Gimeno-Blanes, F. Javier; Rojo-Alvarez, Jose Luis
errShare
errSave
Online automatic detection of phrenic nerve activation during cryoablation procedure for atrial fibrillation treatment
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2025-03-01
err0
errOAAI
errGil-Izquierdo, Antonio; Mateos-Gaitan, Roberto; Melgarejo-Meseguer, Francisco M.; Gimeno-Blanes, F. Javier; Lozano-Paredes, Dafne; Sanchez-Munoz, Juan Jose; Garcia-Alberola, Arcadi; Rojo-alvarez, Jose Luis
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errSave
Interpretable manifold learning for T-wave alternans assessment with electrocardiographic imaging
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-03-01
err0
errOAAI
errSanchez-Carballo, E.; Melgarejo-Meseguer, F. M.; Vijayakumar, R.; Sanchez-Munoz, J. J.; Garcia-Alberola, A.; Rudy, Y.; Rojo-alvarez, J. L.
errShare
errSave
Interpretable Machine Learning Models for PISA Results in Mathematics
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errGomez-Talal, Ismael; Bote-Curiel, Luis; Luis Rojo-Alvarez, Jose
errShare
errSave
Pymportx: facilitating next-generation transcriptomics analysis in Python
errgenomics proteomics bioinformatics
IF2.8
err2024-11-15
err0
errOAAI
errGonzalez, Paula Pena; Lozano-Paredes, Dafne; Rojo-Alvarez, Jose Luis; Bote-Curiel, Luis; Lobo, Victor Javier Sanchez-Arevalo
errShare
errSave
Anomaly Detection From Low-Dimensional Latent Manifolds With Home Environmental Sensors
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-04-15
err0
PREAI
errMelgarejo-Meseguer, Francisco M.; Lorenzo-Bleda, Andres; Eduardo-Abbenante, Sergio; Gimeno-Blanes, Francisco-Javier; Everss-Villalba, Estrella; Munoz-Romero, Sergio; Rojo-Alvarez, Jose-Luis; Ferriz, Rafael Maestre
errShare
errSave
Avoiding food waste from restaurant tickets: a big data management tool
errJOURNAL OF HOSPITALITY AND TOURISM TECHNOLOGY
IF6.9
err2024-02-01
err7
errOAAI
errGomez-Talal, Ismael; Gonzalez-Serrano, Lydia; Rojo-Alvarez, Jose Luis; Talon-Ballestero, Pilar
errShare
errSave
Reference for Electrocardiographic Imaging-Based T-Wave Alternans Estimation
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errSanchez-Carballo, Estela; Manuel Melgarejo-Meseguer, Francisco; Vijayakumar, Ramya; Jose Sanchez-Munoz, Juan; Garcia-Alberola, Arcadi; Rudy, Yoram; Rojo-Alvarez, Jose Luis
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errSave
Exploring Cardiac Rhythms and Improving ECG Beat Classification Through Latent Spaces
errIEEE ACCESS
IF3.6
err2024-01-01
err3
errOAAI
errVadillo-Valderrama, Alba; Chaquet-Ulldemolins, Jacobo; Goya-Esteban, Rebeca; Caulier-Cisterna, Raul P.; Sanchez-Munoz, Juan Jose; Garcia-Alberola, Arcadi; Rojo-Alvarez, Jose Luis
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errSave
Volcanic Micro-Earthquake Classification With Spectral Manifolds in Low-Dimensional Latent Spaces
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errBernal-Onate, Carlos-Paul; Carrera, Enrique V.; Melgarejo-Meseguer, Francisco-Manuel; Gordillo-Orquera, Rodolfo; Rojo-Alvarez, Jose Luis; Lara-Cueva, Roman A.
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errSave
Manifold analysis of the P-wave changes induced by pulmonary vein isolation during cryoballoon procedure
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2023-03-01
err3
errOAAI
errMartinez-Mateu, Laura; Melgarejo-Meseguer, Francisco M.; Munoz-Romero, Sergio; Gimeno-Blanes, Francisco-Javier; Garcia-Alberola, Arcadi; Rocher-Ventura, Sara; Saiz, Javier; Rojo-alvarez, Jose Luis
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errSave
Different Ventricular Fibrillation Types in Low-Dimensional Latent Spaces
errSENSORS
IF3.5
err2023-02-24
err4
errOAAI
errOnate, Carlos Paul Bernal; Meseguer, Francisco-Manuel Melgarejo; Carrera, Enrique V.; Munoz, Juan Jose Sanchez; Alberola, Arcadi Garcia; Alvarez, Jose Luis Rojo
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
James L. Januzzi
H-index: 134 · Papers: 1.2K
L
Lluı́s Mont
H-index: 100 · Papers: 918
C
Catherine M Otto
H-index: 92 · Papers: 706
G
Gustau Camps‐Valls
H-index: 89 · Papers: 724
Y
Yoram Rudy
H-index: 83 · Papers: 339
View more