Muñoz Romero, Sergio sergio.munoz@urjc.es

Actividades

Open Access

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 Ver en origen

  • ISSN 0031-3203
Open Access

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 Ver en origen

  • 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 Ver en origen

  • 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 Ver en origen

  • ISSN 14248220
Open Access

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 Ver en origen

  • 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 Ver en origen

  • 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 Ver en origen

  • 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 Ver en origen

  • 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 Ver en origen

  • 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;
... Ver más Contraer

Energies - 1/3/2018

10.3390/en11030493 Ver en origen

  • ISSN 19961073

Este/a investigador/a no tiene libros.

Este/a investigador/a no tiene capítulos de libro.

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 Ver en origen

  • 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 Ver en origen

  • 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;
... Ver más Contraer

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;
... Ver más Contraer

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

10.22489/cinc.2017.104-046 Ver en origen

  • 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 Ver en origen

  • 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;
... Ver más Contraer

Journal Of Clinical Oncology - 20/5/2019

10.1200/jco.2019.37.15_suppl.e17104 Ver en origen

  • 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;
... Ver más Contraer

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

10.1109/bibm49941.2020.9313218 Ver en origen

  • ISSN 21561125

Este/a investigador/a no tiene documentos de trabajo.

Este/a investigador/a no tiene informes técnicos.

Este/a investigador/a no tiene proyectos de investigación.

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

Este/a investigador/a no tiene patentes o licencias de software.

Última actualización de los datos: 16/09/23 16:02