Muñoz Romero, Sergio sergio.munoz@urjc.es

Actividades

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 Ver en origen

  • 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 Ver en origen

  • ISSN 20763417

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.
... Ver más Contraer

EXPERT SYSTEMS WITH APPLICATIONS - 15/11/2022

Editor: Elsevier Ltd

10.1016/j.eswa.2022.117865 Ver en origen

  • ISSN 09574174
  • ISSN/ISBN 0957-4174

Generalization and Regularization for Inverse Cardiac Estimators

  • Melgarejo Meseguer FM
  • Everss Villalba E
  • Gutierrez-Fernandez-Calvillo M
  • Munoz-Romero S
  • Gimeno-Blanes FJ
  • Garcia-Alberola A
  • Rojo-Alvarez JL
... Ver más Contraer

Ieee Transactions On Biomedical Engineering (p. 3029-3038) - 1/10/2022

10.1109/tbme.2022.3159733 Ver en origen

  • ISSN 00189294

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 Ver en origen

  • ISSN 20763417

Text Analytics and Mixed Feature Extraction in Ovarian Cancer Clinical and Genetic Data

  • Bote-Curiel, L.
  • Ruiz-Llorente, S.
  • Munoz-Romero, S.
  • Yague-Fernandez, M.
  • Barquin, A.
  • Garcia-Donas, J.
  • Rojo-Alvarez, J.L.
... Ver más Contraer

Ieee Access (p. 58034-58051) - 1/1/2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/access.2021.3072941 Ver en origen

  • ISSN 21693536
  • ISSN/ISBN 2169-3536

Causal Quantification of Cannibalization During Promotional Sales in Grocery Retail

  • Aguilar-Palacios, Carlos
  • Munoz-Romero, Sergio
  • Rojo-Alvarez, Jose Luis;

Ieee Access (p. 34078-34089) - 1/1/2021

10.1109/access.2021.3062222 Ver en origen

  • ISSN 21693536

A Resampling Univariate Analysis Approach to Ovarian Cancer From Clinical and Genetic Data

  • Bote-Curiel, L.
  • Ruiz-Llorente, S.
  • Munoz-Romero, S.
  • Yague-Fernandez, M.
  • Barquin, A.
  • Garcia-Donas, J.
  • Rojo-Alvarez, J.L.
... Ver más Contraer

Ieee Access (p. 25959-25972) - 1/1/2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/access.2021.3057770 Ver en origen

  • ISSN 21693536
  • ISSN/ISBN 2169-3536

Data Science Analysis and Profile Representation Applied to Secondary Prevention of Acute Coronary Syndrome

  • Garcia-Garcia, Antonio
  • Prieto-Egido, Ignacio
  • Guerrero-Curieses, Alicia
  • Feijoo-Martinez, Juan Ramon
  • Munoz-Romero, Sergio
  • Fernandez, Sergio Manzano
  • Flores-Blanco, Pedro Jose
  • Rojo-Alvarez, Jose Luis
  • Martinez-Fernandez, Andres;
... Ver más Contraer

Ieee Access (p. 78607-78620) - 1/1/2021

10.1109/access.2021.3083523 Ver en origen

  • ISSN 21693536

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 Ver en origen

  • ISSN 20782489

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

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.

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

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

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