Muñoz Romero, Sergio sergio.munoz@urjc.es

Publications

Entropic Statistical Description of Big Data Quality in Hotel Customer Relationship Management

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

Entropy - 1/4/2019

10.3390/e21040419 View at source

  • ISSN 10994300

Multiple Correspondence Analysis of Emergencies Attended by Integrated Security Services

  • Corral-De-Witt, Danilo
  • Carrera, Enrique, V
  • Munoz-Romero, Sergio
  • Tepe, Kemal
  • Luis Rojo-Alvarez, Jose;

Applied Sciences-Basel - 1/4/2019

10.3390/app9071396 View at source

  • ISSN 20763417

Deep Learning and Big Data in Healthcare: A Double Review for Critical Beginners

  • Bote-Curiel, Luis
  • Munoz-Romero, Sergio
  • Gerrero-Curieses, Alicia
  • Luis Rojo-Alvarez, Jose;

Applied Sciences-Basel - 1/6/2019

10.3390/app9112331 View at source

  • ISSN 20763417

On the Robustness of Multiscale Indices for Long-Term Monitoring in Cardiac Signals

  • El-Yaagoubi, Mohammed
  • Goya-Esteban, Rebeca
  • Jabrane, Younes
  • Munoz-Romero, Sergio
  • Garcia-Alberola, Arcadi
  • Luis Rojo-Alvarez, Jose;

Entropy - 1/6/2019

10.3390/e21060594 View at source

  • ISSN 10994300

Cold-Start Promotional Sales Forecasting Through Gradient Boosted-Based Contrastive Explanations

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

Ieee Access (p. 137574-137586) - 1/1/2020

10.1109/access.2020.3012032 View at source

  • ISSN 21693536

On the Statistical and Temporal Dynamics of Sentiment Analysis

  • Rodriguez-Ibanez, Margarita
  • Gimeno-Blanes, Francisco-Javier
  • Manuel Cuenca-Jimenez, Pedro
  • Munoz-Romero, Sergio
  • Soguero-Ruiz, Cristina
  • Luis Rojo-Alvarez, Jose;

Ieee Access (p. 87994-88013) - 1/1/2020

10.1109/access.2020.2987207 View at source

  • ISSN 21693536

Informative variable identifier: Expanding interpretability in feature selection

  • Munoz-Romero, Sergio
  • Gorostiaga, Arantza
  • Soguero-Ruiz, Cristina
  • Mora-Jimenez, Inmaculada
  • Rojo-Alvarez, Jose Luis;

Pattern Recognition - 1/2/2020

10.1016/j.patcog.2019.107077 View at source

  • ISSN 00313203

Spatial-Temporal Signals and Clinical Indices in Electrocardiographic Imaging (I): Preprocessing and Bipolar Potentials

  • Caulier-Cisterna, R.
  • Sanromán-Junquera, M.
  • Muñoz-Romero, S.
  • Blanco-Velasco, M.
  • Goya-Esteban, R.
  • García-Alberola, A.
  • Rojo-Álvarez, J.L.
... View more Collapse

Sensors - 1/6/2020

Editor: MDPI AG

10.3390/s20113131 View at source

  • ISSN 14248220
  • ISSN/ISBN 1424-8220

Spatial-Temporal Signals and Clinical Indices in Electrocardiographic Imaging (II): Electrogram Clustering and T-Wave Alternans

  • Caulier-Cisterna, R.
  • Blanco-Velasco, M.
  • Goya-Esteban, R.
  • Muñoz-Romero, S.
  • Sanromán-Junquera, M.
  • García-Alberola, A.
  • Rojo-álvarez, J.L.
... View more Collapse

Sensors (p. 1-24) - 1/6/2020

Editor: MDPI AG

10.3390/s20113070 View at source

  • ISSN 14248220
  • ISSN/ISBN 1424-8220

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.

Fast classification with neural networks via confidence rating

  • Arenas-Carcia, J
  • Gomez-Verdejo, V
  • Munoz-Romero, S
  • Ortega-Moral, M
  • Figueiras-Vidal, AR;

Lecture Notes In Computer Science (p. 622-629) - 1/1/2005

  • ISSN 03029743
  • 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

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

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

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

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

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

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

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

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

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

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

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

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

This researcher has no patents or software licenses.

Last data update: 9/16/23 4:02 PM