Muñoz Romero, Sergio sergio.munoz@urjc.es
Actividades
- Artículos 42
- Libros 0
- Capítulos de libro 1
- Congresos 14
- Documentos de trabajo 0
- Informes técnicos 0
- Proyectos de investigación 1
- Tesis dirigidas 4
- Patentes o licencias de software 0
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 Ver en origen
- ISSN 29984165
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 Ver en origen
- ISSN 23274662
Manifold analysis of the P-wave changes induced by pulmonary vein isolation during cryoballoon procedure
- Martinez-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
Computers In Biology And Medicine - 10/2/2023
10.1016/j.compbiomed.2023.106655 Ver en origen
- ISSN 00104825
On the Black-Box Challenge for Fraud Detection Using Machine Learning (II): Nonlinear Analysis through Interpretable Autoencoders
- Chaquet-Ulldemolins, J
- Gimeno-Blanes, FJ
- Moral-Rubio, S
- Muñoz-Romero, S
- Rojo-Alvarez, JL
Applied Sciences-Basel - 1/4/2022
10.3390/app12083856 Ver en origen
- ISSN 20763417
On the Black-Box Challenge for Fraud Detection Using Machine Learning (I): Linear Models and Informative Feature Selection
- Chaquet-Ulldemolins, J
- Gimeno-Blanes, FJ
- Moral-Rubio, S
- Muñoz-Romero, S
- Rojo-Alvarez, JL
Applied Sciences-Basel - 1/4/2022
10.3390/app12073328 Ver en origen
- ISSN 20763417
Multivariate feature selection and autoencoder embeddings of ovarian cancer clinical and genetic data
- Bote-Curiel, L
- Ruiz-Llorente, S
- Munoz-Romero, S
- Yaguee-Fernandez, M
- Barquin, A
- Garcia-Donas, J
- Rojo-alvarez, JL
EXPERT SYSTEMS WITH APPLICATIONS - 15/11/2022
Editor: Elsevier Ltd
10.1016/j.eswa.2022.117865 Ver en origen
- ISSN 09574174
- ISSN/ISBN 0957-4174
Generalization and Regularization for Inverse Cardiac Estimators
- Melgarejo-Meseguer, FM
- Everss-Villalba, E
- Gutiérrez-Fernandez-Calvillo, M
- Muñoz-Romero, S
- Gimeno-Blanes, FJ
- García-Alberola, A
- Rojo-Alvarez, JL
Ieee Transactions On Biomedical Engineering (p. 3029-3038) - 1/10/2022
10.1109/tbme.2022.3159733 Ver en origen
- ISSN 00189294
A Big Data Approach to Customer Relationship Management Strategy in Hospitality Using Multiple Correspondence Domain Description
- González-Serrano, L
- Talón-Ballestero, P
- Muñoz-Romero, S
- Soguero-Ruiz, C
- Rojo-alvarez, JL
Applied Sciences-Basel (p. 1-19) - 1/1/2021
10.3390/app11010256 Ver en origen
- ISSN 20763417
Text Analytics and Mixed Feature Extraction in Ovarian Cancer Clinical and Genetic Data
- Bote-Curiel, L
- Ruiz-Llorente, S
- Muñoz-Romero, S
- Yagüe-Fernández, M
- Barquín, A
- García-Donas, J
- Rojo-Alvarez, JL
Ieee Access (p. 58034-58051) - 1/1/2021
Editor: Institute of Electrical and Electronics Engineers Inc.
10.1109/access.2021.3072941 Ver en origen
- ISSN 21693536
- ISSN/ISBN 2169-3536
Causal Quantification of Cannibalization During Promotional Sales in Grocery Retail
- Aguilar-Palacios, C
- Muñoz-Romero, S
- Rojo-Alvarez, JL
Ieee Access (p. 34078-34089) - 1/1/2021
10.1109/access.2021.3062222 Ver en origen
- ISSN 21693536
Este/a investigador/a no tiene libros.
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 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
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 Ver en origen
- ISSN 23258861
Multicomponent Organization Analysis in Spatial Domains of Atrial Fibrillation
- Melgarejo-Meseguer FM
- Roman-Roman A
- Gimeno-Blanes J
- Munoz-Romero S
- Garcia-Alberola A
- Sanchez-Munoz JJ
- Berenfeld O
- Rojo-Alvarez JL
2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2023
10.22489/cinc.2023.199 Ver en origen
- ISSN 23258861
Comparison of Infinite Impulse Response (IIR) and Finite Impulse Response (FIR) Filters in Cardiac Optical Mapping Records
- Rivas-Lalaleo D
- Muñoz-Romero S
- Huerta M
- Bautista-Naranjo V
- García-Quintanilla J
- Moreno-Planas J
- Rojo-Álvarez JL
Communications In Computer And Information Science (p. 207-224) - 1/1/2021
10.1007/978-3-030-71503-8_16 Ver en origen
- ISSN 18650929
Finding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis
- Soguero-Ruiz, C
- Alonso-Arteaga, N
- Muñoz-Romero, S
- Rojo-Alvarez, JL
- Rubio-Sánchez, M
- López-Fajardo, IC
- Mora-Jiménez, I
2020 Ieee International Conference On Bioinformatics And Biomedicine (p. 2066-2073) - 1/1/2020
10.1109/bibm49941.2020.9313218 Ver en origen
- ISSN 21561125
Identification of prognostic variables in advanced ovarian cancer based on real-world patients from big data analytics.
- García-Donas, J
- Sevillano, E
- Muñoz, S
- Bote, L
- Yagüe, M
- Lainez, N
- Guerra, EM
- Garrido, M
- Garcia-Donas, T
- Amarilla, S
- Navarro, P
- Ruiz, S
- Fenor, MD
- Rodriguez-Moreno, JF
- Rojo, JL
Journal Of Clinical Oncology (p. e17104-e17104) - 20/5/2019
10.1200/jco.2019.37.15_suppl.e17104 Ver en origen
- ISSN 0732183X
T-Wave Alternans Analysis With Electrocardiographic Imaging
- Rojo-Alvarez, J.L.
- Goya-Esteban, R.
- Munoz-Romero, S.
- Garcia-Alberola, A.
- Melgarejo-Meseguer, F.M.
- Blanco-Velasco, M.
2013 40th Computing in Cardiology Conference, CinC 2013 - 1/1/2018
Editor: IEEE Computer Society
10.22489/cinc.2018.101 Ver en origen
- ISSN 23258861
- ISSN/ISBN 9781728109589
Effect of Different Ventricular Arrhythmia Origin on Cardiac Sounds Variability Using M-mode Signals Representation
- Ortiz-Puente, R
- Sanromán-Junquera, M
- Muñoz-Romero, S
- Ortiz, M
- Barbero-Puchades, M
- Goya-Esteban, R
- Rojo-Alvarez, JL
- Almendral-Garrote, J
2013 40th Computing in Cardiology Conference, CinC 2013 (p. 1-4) - 1/1/2017
10.22489/cinc.2017.104-046 Ver en origen
- ISSN 23258861
Auto-Cropping of Phone Camera Color Images to Segment Cardiac Signals in ECG Printouts
- Lozano-Fernández, F
- Mora-Jiménez, I
- Sanromán-Junquera, M
- Muñoz-Romero, S
- García-Alberola, A
- Rojo-Alvarez, JL
2013 40th Computing in Cardiology Conference, CinC 2013 (p. 421-424) - 1/1/2016
10.22489/cinc.2016.122-281 Ver en origen
- ISSN 23258861
An Approach to New Methods for Digital Signal Processing on Optical Mapping Sequences and Electrical Mapping
- Muñoz-Romero, S
- Sanromán-Junquera, M
- Soguero-Ruiz, C
- Mora-Jiménez, I
- Caulier-Cisterna, R
- Moreno-Planas, J
- García-Quintanilla, J
- García-Alberola, A
- Rojo-Alvarez, JL
2013 40th Computing in Cardiology Conference, CinC 2013 (p. 481-484) - 1/1/2016
- ISSN 23258861
- iMarina
Este/a investigador/a no tiene documentos de trabajo.
Este/a investigador/a no tiene informes técnicos.
Risk Stratification and Biomarkers (PCardio Trials R&B)
- Berenfeld, Omer (Investigador/a)
- GIMENO BLANES, FRANCISCO JAVIER (Investigador/a)
- Sarkar, Deblina (Investigador/a)
- Muñoz Esparza, Carmen (Investigador/a)
- Gil Izquierdo, Antonio (Investigador/a)
- Lozano Paredes, Dafne (Investigador/a)
- Muñoz Romero, Sergio (Investigador/a)
- Everss Villalba, Estrella Alberta (Investigador/a)
- Sánchez Carballo, Estela (Investigador/a)
- Gómez Talal, Ismael (Investigador/a)
- López García, Andrea (Investigador/a)
- Martínez Mateu, Laura (Investigador/a)
- Bote Curiel, Luis (Investigador/a)
- FEITO CASARES, ENRIQUE (Investigador/a)
Ejecución: 01-09-2023 - 31-08-2026
- 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
MODELING ENERGY CONSUMPTION AND DEMAND RESPONSE OPTIMIZATION IN HEALTHCARE BUILDINGS
- Rojo Álvarez, José Luis (Tutor)
- Muñoz Romero, Sergio (Codirector) Doctorando: RODOLFO GORDILLO ORQUERA
7/6/2019
- iMarina
Este/a investigador/a no tiene patentes o licencias de software.
Grupos de investigación
Perfiles de investigador/a
-
ORCID
-
Scopus Author ID
-
Dialnet id