Muñoz Romero, Sergio sergio.munoz@urjc.es
Publications
- Articles 39
- Books 0
- Book chapters 0
- Conferences 11
- Working papers 0
- Technical reports 0
- Research projects 0
- Supervised theses 4
- Patent or software license 0
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.
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.
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
- iMarina
- UC3M
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;
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;
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;
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;
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
This researcher has no patents or software licenses.
Research groups
Researcher profiles
-
ORCID
-
Scopus Author ID
-
Dialnet id