Pérez Godoy, Mª Dolores

Comité Científico

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 | journal-articleDOI: 10.1016/j.asoc.2014.09.011, EID: 2-s2.0-84907532927URL: 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-paperDOI: 10.1109/IJCNN.2013.6706973, EID: 2-s2.0-84893601045URL: 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 | bookDOI: 10.1007/978-3-642-38679-4_32, EID: 2-s2.0-84880075532URL: 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-articleDOI: 10.1007/s10489-011-0284-1, EID: 2-s2.0-79956151060URL: 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 | bookDOI: 10.1007/978-3-642-25274-7_27, EID: 2-s2.0-81055147979URL: 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 | bookDOI: 10.1007/978-3-642-21501-8_6, EID: 2-s2.0-79957932195URL: 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-paperDOI: 10.1109/IJCNN.2010.5596330, EID: 2-s2.0-79959410025URL: 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-articleDOI: 10.1016/j.patrec.2010.07.010, EID: 2-s2.0-77956395103URL: 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 | bookDOI: 10.1007/978-3-642-12538-6_10, EID: 2-s2.0-77951676441URL: 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-articleDOI: 10.1007/s00500-009-0488-z, EID: 2-s2.0-77951795476URL: 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 | bookDOI: 10.1007/978-3-642-13022-9_21, EID: 2-s2.0-79551534856URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-79551534856&partnerID=MN8TOARS
"A preliminar analysis of CO2RBFN in imbalanced problems"2009 | bookDOI: 10.1007/978-3-642-02478-8_8, EID: 2-s2.0-68749108641URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-68749108641&partnerID=MN8TOARS
"EMORBFN: An evolutionary multiobjetive optimization algorithm for RBFN design"2009 | bookDOI: 10.1007/978-3-642-02478-8_94, EID: 2-s2.0-68849096585URL: 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-paperDOI: 10.1109/HIS.2008.132, EID: 2-s2.0-55349083362URL: 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 | bookEID: 2-s2.0-38049174812URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-38049174812&partnerID=MN8TOARS