Rivera Rivas, Antonio Jesús

Scientific Committe

Antonio J. Rivera received the B.Sc. and Ph.D. degrees in computer science from the University of Granada, Granada, Spain, in 1995 and 2003, respectively.

He is a Lecturer of computer architecture and computer technology with the Computer Science Department, University of Jaén, Jaén, Spain. His current research interests include multilabel classification, imbalance problems, evolutionary computation, neural network design, time series prediction, and regression tasks.

 

ID ORCID: 
0000-0002-1062-3127

Publications

"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