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Muñoz Romero, Sergio sergio.munoz@urjc.es

Teoría de la Señal y Comunicaciones y Sistemas Telemáticos y Computación / Universidad Rey Juan Carlos

Publications

Anomaly Detection From Low-Dimensional Latent Manifolds With Home Environmental Sensors

  • Melgarejo-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
... View more Collapse

Ieee Internet Of Things Journal (p. 13411-13423) - 15/4/2024

10.1109/jiot.2023.3338697 View at source

  • ISSN 23274662

On the Black-Box Challenge for Fraud Detection Using Machine Learning (II): Nonlinear Analysis through Interpretable Autoencoders

  • Chaquet-Ulldemolins, Jacobo
  • Gimeno-Blanes, Francisco-Javier
  • Moral-Rubio, Santiago
  • Munoz-Romero, Sergio
  • Rojo-Alvarez, Jose-Luis

Applied Sciences-Basel (p. 3856-3856) - 1/4/2022

10.3390/app12083856 View at source

  • ISSN 20763417

On the Black-Box Challenge for Fraud Detection Using Machine Learning (I): Linear Models and Informative Feature Selection

  • Chaquet-Ulldemolins, Jacobo
  • Gimeno-Blanes, Francisco-Javier
  • Moral-Rubio, Santiago
  • Munoz-Romero, Sergio
  • Rojo-Alvarez, Jose-Luis

Applied Sciences-Basel (p. 3328-3328) - 1/4/2022

10.3390/app12073328 View at source

  • ISSN 20763417

Multivariate feature selection and autoencoder embeddings of ovarian cancer clinical and genetic data

  • Bote-Curiel, Luis
  • Ruiz-Llorente, Sergio
  • Munoz-Romero, Sergio
  • Yaguee-Fernandez, Monica
  • Barquin, Arantzazu
  • Garcia-Donas, Jesus
  • Rojo-alvarez, Jose Luis
... View more Collapse

EXPERT SYSTEMS WITH APPLICATIONS (p. 117865-117865) - 15/11/2022

Editor: Elsevier Ltd

10.1016/j.eswa.2022.117865 View at source

  • ISSN 09574174
  • ISSN/ISBN 0957-4174

Generalization and Regularization for Inverse Cardiac Estimators

  • Melgarejo-Meseguer, Francisco M
  • Everss-Villalba, Estrella
  • Gutierrez-Fernandez-Calvillo, Miriam
  • Munoz-Romero, Sergio
  • Gimeno-Blanes, Francisco-Javier
  • Garcia-Alberola, Arcadi
  • Rojo-Alvarez, Jose-Luis
... View more Collapse

Ieee Transactions On Biomedical Engineering (p. 3029-3038) - 1/10/2022

10.1109/tbme.2022.3159733 View at source

  • ISSN 00189294

A Big Data Approach to Customer Relationship Management Strategy in Hospitality Using Multiple Correspondence Domain Description

  • Gonzalez-Serrano, Lydia
  • Talon-Ballestero, Pilar
  • Munoz-Romero, Sergio
  • Soguero-Ruiz, Cristina
  • Rojo-Alvarez, Jose Luis

Applied Sciences-Basel (p. 1-19) - 1/1/2021

10.3390/app11010256 View at source

  • ISSN 20763417

Text Analytics and Mixed Feature Extraction in Ovarian Cancer Clinical and Genetic Data

  • Bote-Curiel, Luis
  • Ruiz-Llorente, Sergio
  • Munoz-Romero, Sergio
  • Yague-Fernandez, Monica
  • Barquin, Arantzazu
  • Garcia-Donas, Jesus
  • Rojo-Alvarez, Jose Luis
... View more Collapse

Ieee Access (p. 58034-58051) - 1/1/2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/access.2021.3072941 View at source

  • ISSN 21693536
  • ISSN/ISBN 2169-3536

Causal Quantification of Cannibalization During Promotional Sales in Grocery Retail

  • Aguilar-Palacios, Carlos
  • Munoz-Romero, Sergio
  • Rojo-Alvarez, Jose Luis

Ieee Access (p. 34078-34089) - 1/1/2021

10.1109/access.2021.3062222 View at source

  • ISSN 21693536

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

  • Bote-Curiel, Luis
  • Ruiz-Llorente, Sergio
  • Munoz-Romero, Sergio
  • Yague-Fernandez, Monica
  • Barquin, Arantzazu
  • Garcia-Donas, Jesus
  • Rojo-Alvarez, Jose Luis
... View more Collapse

Ieee Access (p. 25959-25972) - 1/1/2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/access.2021.3057770 View at source

  • ISSN 21693536
  • ISSN/ISBN 2169-3536

Data Science Analysis and Profile Representation Applied to Secondary Prevention of Acute Coronary Syndrome

  • Garcia-Garcia, Antonio
  • Prieto-Egido, Ignacio
  • Guerrero-Curieses, Alicia
  • Feijoo-Martinez, Juan Ramon
  • Munoz-Romero, Sergio
  • Fernandez, Sergio Manzano
  • Flores-Blanco, Pedro Jose
  • Rojo-Alvarez, Jose Luis
  • Martinez-Fernandez, Andres
... View more Collapse

Ieee Access (p. 78607-78620) - 1/1/2021

10.1109/access.2021.3083523 View at source

  • ISSN 21693536

This researcher has no books.

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 (p. 1-4) - 1/1/2023

10.23919/ursigass57860.2023.10265423 View at source

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
... View more Collapse

2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2023

10.22489/cinc.2023.123 View at source

  • 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
... View more Collapse

2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2023

10.22489/cinc.2023.199 View at source

  • 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
... View more Collapse

Communications In Computer And Information Science (p. 207-224) - 1/1/2021

10.1007/978-3-030-71503-8_16 View at source

  • ISSN 18650929

Finding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis

  • Soguero-Ruiz, Cristina
  • Alonso-Arteaga, Natalia
  • Munoz-Romero, Sergio
  • Luis Rojo-Alvarez, Jose
  • Rubio-Sanchez, Manuel
  • Caballero Lopez-Fajardo, Isabel
  • Mora-Jimenez, Inmaculada
... View more Collapse

2020 Ieee International Conference On Bioinformatics And Biomedicine (p. 2066-2073) - 1/1/2020

10.1109/bibm49941.2020.9313218 View at source

  • ISSN 21561125

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 View at source

  • ISSN 23258861
  • ISSN/ISBN 9781728109589

Effect of Different Ventricular Arrhythmia Origin on Cardiac Sounds Variability Using M-mode Signals Representation

  • Ortiz-Puente, Raul
  • Sanroman-Junquera, Margarita
  • Munoz-Romero, Sergio
  • Ortiz, Mercedes
  • Barbero-Puchades, Mariano
  • Goya-Esteban, Rebeca
  • Luis Rojo-Alvarez, Jose
  • Almendral-Garrote, Jesus
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 1-4) - 1/1/2017

10.22489/cinc.2017.104-046 View at source

  • ISSN 23258861

Auto-Cropping of Phone Camera Color Images to Segment Cardiac Signals in ECG Printouts

  • Lozano-Fernandez, Fernando
  • Mora-Jimenez, Inmaculada
  • Sanroman-Junquera, Margarita
  • Munoz-Romero, Sergio
  • Garcia-Alberola, Arcadio
  • Rojo-Alvarez, Jose Luis

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 421-424) - 1/1/2016

10.22489/cinc.2016.122-281 View at source

  • ISSN 23258861

An Approach to New Methods for Digital Signal Processing on Optical Mapping Sequences and Electrical Mapping

  • Munoz-Romero, Sergio
  • Sanroman-Junquera, Margarita
  • Soguero-Ruiz, Cristina
  • Mora-Jimenez, Inmaculada
  • Caulier-Cisterna, Raul
  • Moreno-Planas, Javier
  • Garcia-Quintanilla, Jorge
  • Garcia-Alberola, Arcadi
  • Luis Rojo-Alvarez, Jose
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 481-484) - 1/1/2016

  • ISSN 23258861
  • iMarina

Iterative orthonormalized partial least squares with sparsity constraints

  • Munoz-Romero, Sergio
  • Arenas-Garcia, Jeronimo
  • Gomez-Verdejo, Vanessa

38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013) (p. 3387-3391) - 1/1/2013

Editor: IEEE - THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC

https://doi.org/10.1109/icassp.2013.6638286 View at source

  • ISBN 1520-6149
  • ISSN 15206149

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

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

ANALYSIS, REPRESENTATION AND VISUALIZATION OF EMERGENCIES ATTENDED BY INTEGRATED SECURITY SERVICES

  • CARRERA ERAZO, ENRIQUE VINICIO (Codirector)
  • Muñoz Romero, Sergio (Otros) Doctorando: DANILO CORRAL DE WITT

6/6/2019

  • iMarina

This researcher has no patents or software licenses.

Last data update: 8/4/26 8:37 PM