lperez

Posición
Comité Científico
Descripción

María Dolores Pérez Godoy es profesora Titular de Universidad del Departamento de Informática de la Universidad de Jaén. Su tesis doctoral está basada en el desarrollo de métodos evolutivos cooperativos-competitivos para el diseño de Redes Neuronales de Base Radial. Entre sus áreas de interés se incluyen Redes Neuronales, Algoritmos Evolutivos, Ensembles, Clasificación en bases de datos balanceadas y no balanceadas, Predicción de series Temporales.

ID ORCID

0000-0002-6670-564X

Publicaciones

Training algorithms for Radial Basis Function Networks to tackle learning processes with imbalanced data-sets , 2014 | Artículo de revista DOI: 10.1016/j.asoc.2014.09.011 EID: 2-s2.0-84907532927
A first analysis of the effect of local and global optimization weights methods in the cooperative-competitive design of RBFN for imbalanced environments , 2013 | Congreso DOI: 10.1109/IJCNN.2013.6706973 EID: 2-s2.0-84893601045
Alternative OVA proposals for cooperative competitive rbfn design in classification tasks , 2013 | Libro DOI: 10.1007/978-3-642-38679-4_32 EID: 2-s2.0-84880075532
A study on the medium-term forecasting using exogenous variable selection of the extra-virgin olive oil with soft computing methods , 2011 | Artículo de revista DOI: 10.1007/s10489-011-0284-1 EID: 2-s2.0-79956151060
A summary on the study of the medium-term forecasting of the extra-virgen olive oil price , 2011 | Libro DOI: 10.1007/978-3-642-25274-7_27 EID: 2-s2.0-81055147979
Multi-label testing for CO2RBFN: A first approach to the problem transformation methodology for multi-label classification , 2011 | Libro DOI: 10.1007/978-3-642-21501-8_6 EID: 2-s2.0-79957932195
A preliminary study on mutation operators in cooperative competitive algorithms for RBFN design , 2010 | Congreso DOI: 10.1109/IJCNN.2010.5596330 EID: 2-s2.0-79959410025
Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets , 2010 | Artículo de revista DOI: 10.1016/j.patrec.2010.07.010 EID: 2-s2.0-77956395103
CO2RBFN for short and medium term forecasting of the extra-virgin olive oil price , 2010 | Libro DOI: 10.1007/978-3-642-12538-6_10 EID: 2-s2.0-77951676441
CO2RBFN: An evolutionary cooperative-competitive RBFN design algorithm for classification problems , 2010 | Artículo de revista DOI: 10.1007/s00500-009-0488-z EID: 2-s2.0-77951795476
Intelligent systems in long-term forecasting of the extra-virgin olive oil price in the Spanish market , 2010 | Libro DOI: 10.1007/978-3-642-13022-9_21 EID: 2-s2.0-79551534856
A preliminar analysis of CO2RBFN in imbalanced problems , 2009 | Libro DOI: 10.1007/978-3-642-02478-8_8 EID: 2-s2.0-68749108641
EMORBFN: An evolutionary multiobjetive optimization algorithm for RBFN design , 2009 | Libro DOI: 10.1007/978-3-642-02478-8_94 EID: 2-s2.0-68849096585