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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

Convex Programming and Bootstrap Sensitivity for Optimized Electricity Bill in Healthcare Buildings under a Time-Of-Use Pricing Scheme

  • Gordillo-Orquera, Rodolfo
  • Munoz-Romero, Sergio
  • Arcos-Aviles, Diego
  • Chillon, Rafael
  • Lopez-Ramos, Luis M.
  • Marques, Antonio G.
  • Luis Rojo-Alvarez, Jose;
... View more Collapse

Energies - 1/6/2018

10.3390/en11061454 View at source

  • ISSN 19961073

Multivariate feature selection and autoencoder embeddings of ovarian cancer clinical and genetic data

  • Bote-Curiel, L.
  • Ruiz-Llorente, S.
  • Muñoz-Romero, S.
  • Yagüe-Fernández, M.
  • Barquín, A.
  • García-Donas, J.
  • Rojo-Álvarez, J.L.
... View more Collapse

EXPERT SYSTEMS WITH APPLICATIONS - 15/11/2022

Editor: Elsevier Ltd

10.1016/j.eswa.2022.117865 View at source

  • ISSN 09574174
  • ISSN/ISBN 0957-4174

A new approach to the intracardiac inverse problem using Laplacian distance kernel

  • Caulier-Cisterna, Raul
  • Munoz-Romero, Sergio
  • Sanroman-Junquera, Margarita
  • Garcia-Alberola, Arcadi
  • Luis Rojo-Alvarez, Jose;

Biomedical Engineering Online - 20/6/2018

10.1186/s12938-018-0519-z View at source

  • ISSN 1475925X

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

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

On the Black-Box Challenge for Fraud Detection Using Machine Learning (II): Nonlinear Analysis through Interpretable Autoencoders

  • Chaquet-Ulldemolins, Jacobo
  • Gimeno-Blanes, Francisco-Javier
  • Moral-Rubio, Santiago
  • Munoz-Romero, Sergio
  • Rojo-Alvarez, Jose-Luis;

Applied Sciences-Basel - 1/4/2022

10.3390/app12083856 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

A Big Data Approach to Customer Relationship Management Strategy in Hospitality Using Multiple Correspondence Domain Description

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

Applied Sciences-Basel (p. 1-19) - 1/1/2021

10.3390/app11010256 View at source

  • ISSN 20763417

On the Black-Box Challenge for Fraud Detection Using Machine Learning (I): Linear Models and Informative Feature Selection

  • Chaquet-Ulldemolins, Jacobo
  • Gimeno-Blanes, Francisco-Javier
  • Moral-Rubio, Santiago
  • Munoz-Romero, Sergio
  • Rojo-Alvarez, Jose-Luis;

Applied Sciences-Basel - 1/4/2022

10.3390/app12073328 View at source

  • ISSN 20763417

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