arivera

Posición
Comité Científico
Descripción

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

Publications

Addressing imbalance in multilabel classification: Measures and random resampling algorithms Neurocomputing , 2015 | journal-article DOI: 10.1016/j.neucom.2014.08.091 EID: 2-s2.0-84930273620 URL: 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-paper DOI: 10.1007/978-3-319-19644-2-41 EID: 2-s2.0-84932146148 URL: 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 | book DOI: 10.1007/978-3-319-07617-1_10 EID: 2-s2.0-84902509247 URL: 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-article DOI: 10.1109/TNNLS.2013.2296501 EID: 2-s2.0-84907817318 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84907817318&partnerID=MN8TOARS
MLeNN: A first approach to heuristic multilabel undersampling , 2014 | book DOI: 10.1007/978-3-319-10840-7-1 EID: 2-s2.0-84906347859 URL: 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-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
A first approach to deal with imbalance in multi-label datasets , 2013 | book DOI: 10.1007/978-3-642-40846-5_16 EID: 2-s2.0-84884913245 URL: 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 | book DOI: 10.1007/978-3-642-32922-7_45 EID: 2-s2.0-84868286270 URL: 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-article DOI: 10.1016/j.eswa.2012.09.016 EID: 2-s2.0-84872038963 URL: 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 | book DOI: 10.1007/978-3-642-28931-6_18 EID: 2-s2.0-84858826037 URL: 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-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
Applying multiobjective RBFNNs optimization and feature selection to a mineral reduction problem , 2010 | journal-article DOI: 10.1016/j.eswa.2009.11.056 EID: 2-s2.0-77549084650 URL: 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 | 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
GP-COACH: Genetic Programming-based learning of COmpact and ACcurate fuzzy rule-based classification systems for High-dimensional problems , 2010 | journal-article DOI: 10.1016/j.ins.2009.12.020 EID: 2-s2.0-75149139352 URL: 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 | 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
A new hybrid methodology for cooperative-coevolutionary optimization of radial basis function networks , 2007 | journal-article DOI: 10.1007/s00500-006-0128-9 EID: 2-s2.0-33847224122 URL: 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 | book EID: 2-s2.0-38049174812 URL: 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-paper EID: 2-s2.0-25144441164 URL: 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 | book EID: 2-s2.0-25144519494 URL: 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 | book EID: 2-s2.0-84902140554 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84902140554&partnerID=MN8TOARS