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
Sparse and kernel OPLS feature extraction based on eigenvalue problem solving
- Muñoz Romero, Sergio
- Arenas Garcia, Jeronimo
- Gomez Verdejo, Vanessa
PATTERN RECOGNITION (p. 1797-1811) - 1/5/2015
https://doi.org/10.1016/j.patcog.2014.12.002 View at source
- ISSN 0031-3203
Regularized multivariate analysis framework for interpretable high-dimensional variable selection
- Muñoz Romero, Sergio
- Gomez Verdejo, Vanessa
- Arenas Garcia, Jeronimo
IEEE Computational Intelligence Magazine (p. 24-35) - 1/11/2016
https://doi.org/10.1109/mci.2016.2601701 View at source
- EISSN 1556-6048
- ISSN 1556-603X
Spatio-Temporal Analysis of Water Quality Parameters in Machangara River with Nonuniform Interpolation Methods
- Vizcaino, Ivan P.
- Carrera, Enrique V.
- Sanroman-Junquera, Margarita
- Munoz-Romero, Sergio
- Luis Rojo-Alvarez, Jose
- Cumbal, Luis H.;
Water - 1/11/2016
10.3390/w8110507 View at source
- ISSN 03100367
Water Quality Sensing and Spatio-Temporal Monitoring Structure with Autocorrelation Kernel Methods
- Vizcaino, Ivan P.
- Carrera, Enrique V.
- Munoz-Romero, Sergio
- Cumbal, Luis H.
- Luis Rojo-Alvarez, Jose;
Sensors - 1/10/2017
10.3390/s17102357 View at source
- ISSN 14248220
A novel framework for parsimonious multivariate analysis
- Muñoz Romero, Sergio
- Gomez Verdejo, Vanessa
- Parrado Hernandez, Emilio
PATTERN RECOGNITION (p. 173-186) - 1/11/2017
https://doi.org/10.1016/j.patcog.2017.06.004 View at source
- ISSN 0031-3203
Event Analysis on Power Communication Networks With Big Data for Maintenance Forms
- Ramon Feijoo-Martinez, Juan
- Munoz-Romero, Sergio
- Soguero-Ruiz, Cristina
- Castro-Fernandez, Mario
- Luis Rojo-Alvarez, Jose;
Ieee Access (p. 72263-72274) - 1/1/2018
10.1109/access.2018.2881797 View at source
- ISSN 21693536
From E-911 to NG-911: Overview and Challenges in Ecuador
- Corral-De-Witt, Danilo
- Carrera, Enrique V.
- Matamoros-Vargas, Jose A.
- Munoz-Romero, Sergio
- Luis Rojo-Alvarez, Jose
- Tepe, Kemal;
Ieee Access (p. 42578-42591) - 1/1/2018
10.1109/access.2018.2858751 View at source
- ISSN 21693536
Using big data from Customer Relationship Management information systems to determine the client profile in the hotel sector
- Talon-Ballestero, Pilar
- Gonzalez-Serrano, Lydia
- Soguero-Ruiz, Cristina
- Munoz-Romero, Sergio
- Luis Rojo-Alvarez, Jose;
Tourism Management (p. 187-197) - 1/10/2018
10.1016/j.tourman.2018.03.017 View at source
- ISSN 02615177
Statistical, Spatial and Temporal Mapping of 911 Emergencies in Ecuador
- Corral-De-Witt, Danilo
- Carrera, Enrique V.
- Munoz-Romero, Sergio
- Luis Rojo-Alvarez, Jose;
Applied Sciences-Basel - 1/2/2018
10.3390/app8020199 View at source
- ISSN 20763417
Analyzing and Forecasting Electrical Load Consumption in Healthcare Buildings
- Gordillo-Orquera, Rodolfo
- Miguel Lopez-Ramos, Luis
- Munoz-Romero, Sergio
- Iglesias-Casarrubios, Paz
- Arcos-Aviles, Diego
- Marques, Antonio G.
- Luis Rojo-Alvarez, Jose;
Energies - 1/3/2018
10.3390/en11030493 View at source
- ISSN 19961073
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
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