LOYOLA
Research

Oferta científica
y grupos de investigación

FRANCISCO JOSÉ MARTÍNEZ ESTUDILLO

FRANCISCO JOSÉ MARTÍNEZ ESTUDILLO
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Categoría: Profesor/a Titular de Área
Área de conocimiento: Matemática Aplicada
Unidades de Investigación
Métodos de Investigación Cuantitativa y aplicaciones (MICA)

Publicaciones

Publicaciones con Alcance: Article o Review

Publicación
Financial Soundness Prediction Using a Multi-classification Model: Evidence from Current Financial Crisis in OECD Banks
GUERRERO ARIAS, ISMAEL, LÓPEZ MARTÍN, MARÍA DEL CARMEN, MONTERO ROMERO, Mª TERESA, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, FERNÁNDEZ NAVARRO, FRANCISCO DE ASÍS, LÓPEZ MARTÍN, MARÍA DEL CARMEN, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, MONTERO ROMERO, Mª TERESA, FERNÁNDEZ NAVARRO, FRANCISCO DE ASÍS, GUERRERO ARIAS, ISMAEL
01/06/2018
Alcance Article
Simultaneous optimisation of clustering quality and approximation error for time series segmentation
DURAN ROSAL, ANTONIO MANUEL, Antonio Gutierrez, Pedro, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, Hervas-Martinez, Cesar, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, DURAN ROSAL, ANTONIO MANUEL
01/05/2018
Alcance Article
A two dimensional accuracy-based measure for classification performance
CARBONERO RUZ, MARIANO, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, FERNÁNDEZ NAVARRO, FRANCISCO DE ASÍS, BECERRA ALONSO, DAVID, MARTÍNEZ ESTUDILLO, ALFONSO CARLOS, CARBONERO RUZ, MARIANO, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, MARTÍNEZ ESTUDILLO, ALFONSO CARLOS, BECERRA ALONSO, DAVID, FERNÁNDEZ NAVARRO, FRANCISCO DE ASÍS
01/03/2017
Alcance Article
A two-stage evolutionary algorithm based on sensitivity and accuracy for multi-class problems
Gutiérrez P.A., Hervás-Martínez C., MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, CARBONERO RUZ, MARIANO, CARBONERO RUZ, MARIANO, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ
01/01/2012
Alcance Article
Memetic Pareto Evolutionary Artificial Neural Networks to determine growth/no-growth in predictive microbiology
Fernández J.C., Hervás C., MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, Gutiérrez P.A., MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ
01/01/2011
Alcance Article
Sensitivity versus accuracy in multiclass problems using memetic pareto evolutionary neural networks
Fernández Caballero J.C., MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, Hervas C., Gutierrez P.A., MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ
01/01/2010
Alcance Article
Evolutionary product-unit neural networks classifiers
MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, Hervás-Martínez C., Gutiérrez P.A., MARTÍNEZ ESTUDILLO, ALFONSO CARLOS, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, MARTÍNEZ ESTUDILLO, ALFONSO CARLOS
01/01/2008
Alcance Article
Multilogistic regression by means of evolutionary product-unit neural networks
Hervás-Martínez C., MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, CARBONERO RUZ, MARIANO, CARBONERO RUZ, MARIANO, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ
01/01/2008
Alcance Article
Logistic regression using covariates obtained by product-unit neural network models
Hervás-Martínez C., MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ
01/01/2007
Alcance Article

Publicación con Alcance: Conference Paper o Proceedings Paper o Ponencia del congreso o Abstract de un congreso

Publicación
Multiobjective time series segmentation by improving clustering quality and reducing approximation error
Duran Rosal, Antonio Manuel, Gutierrez Peña, Pedro Antonio, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, Hervas Martinez, Cesar
04/07/2017 - 04/07/2017
Alcance Ponencia del Congreso
Time Series Representation by a Novel Hybrid Segmentation Algorithm
Manuel Duran-Rosal, Antonio, Antonio Gutierrez-Pena, Pedro, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, Hervas-Martinez, Cesar, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ
01/01/2016
Alcance Proceedings Paper
Evolutionary Extreme Learning Machine for Ordinal Regression
BECERRA ALONSO, DAVID, CARBONERO RUZ, MARIANO, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, MARTÍNEZ ESTUDILLO, ALFONSO CARLOS, CARBONERO RUZ, MARIANO, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, MARTÍNEZ ESTUDILLO, ALFONSO CARLOS, BECERRA ALONSO, DAVID
01/01/2012
Alcance Proceedings Paper
Numerical variable reconstruction from ordinal categories based on probability distributions
SÁNCHEZ MONEDERO, JAVIER, CARBONERO RUZ, MARIANO, BECERRA ALONSO, DAVID, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, Gutiérrez P.A., Hervás-Martínez C., CARBONERO RUZ, MARIANO, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, BECERRA ALONSO, DAVID, SÁNCHEZ MONEDERO, JAVIER
01/01/2011
Alcance Conference Paper
Memetic pareto differential evolution for designing artificial neural networks in multiclassification problems using cross-entropy versus sensitivity
Fernández J.C., Hervás C., MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, Gutiérrez P.A., Cruz M., MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ
01/01/2009
Alcance Conference Paper
Design of artificial neural networks using a memetic pareto evolutionary algorithm using as objectives entropy versus variation coefficient
Fernández J.C. , Hervás C. , MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, Cruz M.
01/01/2009
Alcance Conference Paper
Multilogistic Regression using Initial and Radial Basis Function covariates
Gutiérrez P.A. , Hervás-Martinez C. , MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, Fernández J.C.
01/01/2009
Alcance Conference Paper
Evolutionary learning by a sensitivity-accuracy approach for multi-class problems
MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, Gutiérrez P.A. , Hervás C. , Fernández J.C.
01/01/2008
Alcance Conference Paper
Memetic Pareto Evolutionary artificial neural networks for the determination of growth limits of listeria monocytogenes
Fernández J.C. , Gutiérrez P.A. , Hervás C. , MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ
01/01/2008
Alcance Conference Paper
Evolutionary combining of basis function neural networks for classification
Hervás C., MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, CARBONERO RUZ, MARIANO, Romero C., Fernández J.C., CARBONERO RUZ, MARIANO, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ
01/01/2007
Alcance Conference Paper
Hybrid evolutionary algorithm with product-unit neural networks for classification
MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, Hervás-Martínez C., MARTÍNEZ ESTUDILLO, ALFONSO CARLOS, Gutiérrez-Peña P.A., MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, MARTÍNEZ ESTUDILLO, ALFONSO CARLOS
01/01/2007
Alcance Conference Paper

Proyectos de investigación

Proyecto
TSO-DSO-Consumer INTERFACE aRchitecture to provide innovative grid services for an efficient power system
Proyecto
01/01/2019
Importe: 915560.00 €
Investigador Principal: PEDRO RODRÍGUEZ CORTÉS
An Integrated Platform for Incresed FLEXIbility in smart TRANSmission grids with STORage Entities and large penetration of Renewable Energy Sources
Proyecto
01/11/2017
Importe: 2217625.00 €
Investigador Principal: PEDRO RODRÍGUEZ CORTÉS
COOPERACION Y NEGOCIACION ENTRE AGENTES PARA LA ESTIMACION DISTRIBUIDA EN SISTEMAS CIBERFISICOS
Proyecto
30/12/2016
Importe: 38962.00 €
Investigador Principal: DIEGO LUIS ORIHUELA ESPINA