Pérez Godoy, Mª Dolores

Scientific Committe

María Dolores Pérez Godoy is a lecturer of Computer Science at the University of Jaén (Spain). She received her B.Sc. degree in Computer Science from the University of Granada and her Ph.D. in Computer Science from the University of Jaén. During her Ph.D. studies, she developed evolutionary cooperative competitive methods for Radial Basis Function Networks design. Her research interests include topics like Evolutionary Algorithms, Fuzzy Logic and Neural Networks, Ensembles, Classification and Time Series Prediction.

ID ORCID: 
0000-0002-6670-564X

Publications

"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