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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

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

Towards Organization Management Using Exploratory Screening and Big Data Tests: A Case Study of the Spanish Red Cross

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

Ieee Access (p. 80661-80674) - 1/1/2019

10.1109/access.2019.2923533 View at source

  • ISSN 21693536

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
Open Access

Nonnegative OPLS for supervised design of filter banks: application to image and audio feature extraction

  • Muñoz Romero, Sergio
  • Arenas Garcia, Jeronimo
  • Gomez Verdejo, Vanessa

IEEE TRANSACTIONS ON MULTIMEDIA (p. 1751-1766) - 1/7/2018

https://doi.org/10.1109/tmm.2017.2778568 View at source

  • EISSN 1941-0077
  • ISSN 15209210
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 View at source

  • EISSN 1556-6048
  • ISSN 1556-603X

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

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

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;
... View more Collapse

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

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

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

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

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

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

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

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

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

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: 9/16/23 4:02 PM