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

Publications

Training algorithms for Radial Basis Function Networks to tackle learning processes with imbalanced data-sets , 2014 | journal-article DOI: 10.1016/j.asoc.2014.09.011 EID: 2-s2.0-84907532927 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84907532927&partnerID=MN8TOARS
A first analysis of the effect of local and global optimization weights methods in the cooperative-competitive design of RBFN for imbalanced environments , 2013 | conference-paper DOI: 10.1109/IJCNN.2013.6706973 EID: 2-s2.0-84893601045 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84893601045&partnerID=MN8TOARS
Alternative OVA proposals for cooperative competitive rbfn design in classification tasks , 2013 | book DOI: 10.1007/978-3-642-38679-4_32 EID: 2-s2.0-84880075532 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84880075532&partnerID=MN8TOARS
A study on the medium-term forecasting using exogenous variable selection of the extra-virgin olive oil with soft computing methods , 2011 | journal-article DOI: 10.1007/s10489-011-0284-1 EID: 2-s2.0-79956151060 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-79956151060&partnerID=MN8TOARS
A summary on the study of the medium-term forecasting of the extra-virgen olive oil price , 2011 | book DOI: 10.1007/978-3-642-25274-7_27 EID: 2-s2.0-81055147979 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-81055147979&partnerID=MN8TOARS
Multi-label testing for CO2RBFN: A first approach to the problem transformation methodology for multi-label classification , 2011 | book DOI: 10.1007/978-3-642-21501-8_6 EID: 2-s2.0-79957932195 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-79957932195&partnerID=MN8TOARS
A preliminary study on mutation operators in cooperative competitive algorithms for RBFN design , 2010 | conference-paper DOI: 10.1109/IJCNN.2010.5596330 EID: 2-s2.0-79959410025 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-79959410025&partnerID=MN8TOARS
Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets , 2010 | journal-article DOI: 10.1016/j.patrec.2010.07.010 EID: 2-s2.0-77956395103 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-77956395103&partnerID=MN8TOARS
CO2RBFN for short and medium term forecasting of the extra-virgin olive oil price , 2010 | book DOI: 10.1007/978-3-642-12538-6_10 EID: 2-s2.0-77951676441 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-77951676441&partnerID=MN8TOARS
CO2RBFN: An evolutionary cooperative-competitive RBFN design algorithm for classification problems , 2010 | journal-article DOI: 10.1007/s00500-009-0488-z EID: 2-s2.0-77951795476 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-77951795476&partnerID=MN8TOARS
Intelligent systems in long-term forecasting of the extra-virgin olive oil price in the Spanish market , 2010 | book DOI: 10.1007/978-3-642-13022-9_21 EID: 2-s2.0-79551534856 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-79551534856&partnerID=MN8TOARS
A preliminar analysis of CO2RBFN in imbalanced problems , 2009 | book DOI: 10.1007/978-3-642-02478-8_8 EID: 2-s2.0-68749108641 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-68749108641&partnerID=MN8TOARS
EMORBFN: An evolutionary multiobjetive optimization algorithm for RBFN design , 2009 | book DOI: 10.1007/978-3-642-02478-8_94 EID: 2-s2.0-68849096585 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-68849096585&partnerID=MN8TOARS
An study on data mining methods for short-term forecasting of the extra virgin olive oil price in the Spanish market , 2008 | conference-paper DOI: 10.1109/HIS.2008.132 EID: 2-s2.0-55349083362 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-55349083362&partnerID=MN8TOARS
CoEvRBFN: An approach to solving the classification problem with a hybrid cooperative-coevolutive algorithm , 2007 | book EID: 2-s2.0-38049174812 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-38049174812&partnerID=MN8TOARS