Rivera Rivas, Antonio Jesús

Comité Científico

Antonio J. Rivera es licenciado y dóctor en Informática por la Universidad de Granada, alcanzando estos títulos en 1995 y 2003 restpectivamente.

Actualmente es profesor titular de la Universidad de Jaén en el área de Arquitectura y Tecnología de Computadores del departamento de Informática. Sus áreas de investigación de interés incluyen clasificación multietiqueta, conjuntos de datos desbalanceados, computación evolutiva, diseño de redes neuronales, predicción de series temporales o regresión funcional.

ID ORCID: 
0000-0002-1062-3127

Publicaciones

"Addressing imbalance in multilabel classification: Measures and random resampling algorithms", Neurocomputing2015 | journal-articleDOI: 10.1016/j.neucom.2014.08.091, EID: 2-s2.0-84930273620URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84930273620&partnerID=MN8TOARS
"Resampling multilabel datasets by decoupling highly imbalanced labels", Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)2015 | conference-paperDOI: 10.1007/978-3-319-19644-2-41, EID: 2-s2.0-84932146148URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84932146148&partnerID=MN8TOARS
"Concurrence among imbalanced labels and its influence on multilabel resampling algorithms"2014 | bookDOI: 10.1007/978-3-319-07617-1_10, EID: 2-s2.0-84902509247URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84902509247&partnerID=MN8TOARS
"LI-MLC: A label inference methodology for addressing high dimensionality in the label space for multilabel classification"2014 | journal-articleDOI: 10.1109/TNNLS.2013.2296501, EID: 2-s2.0-84907817318URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84907817318&partnerID=MN8TOARS
"MLeNN: A first approach to heuristic multilabel undersampling"2014 | bookDOI: 10.1007/978-3-319-10840-7-1, EID: 2-s2.0-84906347859URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84906347859&partnerID=MN8TOARS
"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
"A first approach to deal with imbalance in multi-label datasets"2013 | bookDOI: 10.1007/978-3-642-40846-5_16, EID: 2-s2.0-84884913245URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84884913245&partnerID=MN8TOARS
"A performance study of concentrating photovoltaic modules using neural networks: An application with CO 2RBFN"2013 | bookDOI: 10.1007/978-3-642-32922-7_45, EID: 2-s2.0-84868286270URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84868286270&partnerID=MN8TOARS
"Characterization of Concentrating Photovoltaic modules by cooperative competitive Radial Basis Function Networks"2013 | journal-articleDOI: 10.1016/j.eswa.2012.09.016, EID: 2-s2.0-84872038963URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84872038963&partnerID=MN8TOARS
"Improving multi-label classifiers via label reduction with association rules"2012 | bookDOI: 10.1007/978-3-642-28931-6_18, EID: 2-s2.0-84858826037URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84858826037&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
"Applying multiobjective RBFNNs optimization and feature selection to a mineral reduction problem"2010 | journal-articleDOI: 10.1016/j.eswa.2009.11.056, EID: 2-s2.0-77549084650URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-77549084650&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
"GP-COACH: Genetic Programming-based learning of COmpact and ACcurate fuzzy rule-based classification systems for High-dimensional problems"2010 | journal-articleDOI: 10.1016/j.ins.2009.12.020, EID: 2-s2.0-75149139352URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-75149139352&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
"A new hybrid methodology for cooperative-coevolutionary optimization of radial basis function networks"2007 | journal-articleDOI: 10.1007/s00500-006-0128-9, EID: 2-s2.0-33847224122URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-33847224122&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
"Application of ANOVA to a cooperative-coevolutionary optimization of RBFNs"2005 | conference-paperEID: 2-s2.0-25144441164URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-25144441164&partnerID=MN8TOARS
"Co-evolutionary algorithm for RBF by self-organizing population of neurons"2003 | bookEID: 2-s2.0-25144519494URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-25144519494&partnerID=MN8TOARS
"Optimizing RBF networks with cooperative/competitive evolution of units and fuzzy rules"2001 | bookEID: 2-s2.0-84902140554URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84902140554&partnerID=MN8TOARS