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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

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 - 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 - 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, L.
  • Ruiz-Llorente, S.
  • Muñoz-Romero, S.
  • Yagüe-Fernández, M.
  • Barquín, A.
  • García-Donas, J.
  • Rojo-Álvarez, J.L.
... View more Collapse

EXPERT SYSTEMS WITH APPLICATIONS - 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 FM
  • Everss Villalba E
  • Gutierrez-Fernandez-Calvillo M
  • Munoz-Romero S
  • Gimeno-Blanes FJ
  • Garcia-Alberola A
  • Rojo-Alvarez JL
... 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, L.
  • Ruiz-Llorente, S.
  • Munoz-Romero, S.
  • Yague-Fernandez, M.
  • Barquin, A.
  • Garcia-Donas, J.
  • Rojo-Alvarez, J.L.
... 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, L.
  • Ruiz-Llorente, S.
  • Munoz-Romero, S.
  • Yague-Fernandez, M.
  • Barquin, A.
  • Garcia-Donas, J.
  • Rojo-Alvarez, J.L.
... 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

Quantitative Cluster Headache Analysis for Neurological Diagnosis Support Using Statistical Classification

  • El-Yaagoubi, Mohammed
  • Mora-Jimenez, Inmaculada
  • Jabrane, Younes
  • Munoz-Romero, Sergio
  • Luis Rojo-Alvarez, Jose
  • Antonio Pareja-Grande, Juan;

Information (Switzerland) - 1/8/2020

10.3390/info11080393 View at source

  • ISSN 20782489

This researcher has no books.

This researcher has no book chapters.

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

Identification of prognostic variables in advanced ovarian cancer based on real-world patients from big data analytics.

  • Garcia-Donas, Jesus
  • Sevillano, Elena
  • Munoz, Sergio
  • Bote, Luis
  • Yague, Monica
  • Lainez, Nuria
  • Ma Guerra, Eva
  • Garrido, Maria
  • Garcia-Donas, Teresa
  • Amarilla, Sandra
  • Navarro, Paloma
  • Ruiz, Sergio
  • Fenor, M. D.
  • Francisco Rodriguez-Moreno, Juan
  • Luis Rojo, Jose;
... View more Collapse

Journal Of Clinical Oncology - 20/5/2019

10.1200/jco.2019.37.15_suppl.e17104 View at source

  • 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 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, F
  • Mora-Jimenez, I
  • Sanroman-Junquera, M
  • Munoz-Romero, S
  • Garcia-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 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

  • Muñoz 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

SEMISUPERVISED KERNEL ORTHONORMALIZED PARTIAL LEAST SQUARES

  • Izquierdo-Verdiguier, Emma
  • Arenas-Garcia, Jeronimo
  • Munoz-Romero, Sergio
  • Gomez-Chova, Luis
  • Camps-Valls, Gustavo;

Ieee International Workshop On Machine Learning For Signal Processing, Mlsp - 1/1/2012

  • ISSN 21610371
  • iMarina

Real Adaboost Ensembles with Emphasized Subsampling

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

Lecture Notes In Computer Science (p. 440-447) - 1/1/2009

  • ISSN 03029743
  • iMarina

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 (Tutor)
  • 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 (Director)
  • 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 (Director)
  • 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)
  • Rojo Álvarez, José Luis (Tutor)
  • Muñoz Romero, Sergio (Director) Doctorando: DANILO CORRAL DE WITT

6/6/2019

  • iMarina

This researcher has no patents or software licenses.

Last data update: 8/24/24 2:43 AM