{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T19:45:45Z","timestamp":1773776745031,"version":"3.50.1"},"reference-count":53,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,7]]},"DOI":"10.1109\/fuzz-ieee.2016.7737859","type":"proceedings-article","created":{"date-parts":[[2016,11,16]],"date-time":"2016-11-16T23:19:22Z","timestamp":1479338362000},"page":"1445-1452","source":"Crossref","is-referenced-by-count":7,"title":["Imbalanced datasets in the generation of fuzzy classification systems - an investigation using a multiobjective evolutionary algorithm based on decomposition"],"prefix":"10.1109","author":[{"given":"Edward Hinojosa","family":"Cardenas","sequence":"first","affiliation":[]},{"given":"Heloisa A.","family":"Camargo","sequence":"additional","affiliation":[]},{"given":"Yvan J.","family":"Tupac","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/11538059_91"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1613\/jair.953","article-title":"Smote: Synthetic minority over-sampling technique","volume":"16","author":"chawla","year":"2002","journal-title":"Journal of Artificial Intelligence Research"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.12.043"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/IFSC.2013.6675611"},{"key":"ref31","first-page":"1","article-title":"Fuzzy classifcation of imbalanced data sets for medical diagnosis","author":"ganji","year":"0"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2008.12.007"},{"key":"ref37","article-title":"Class imbalance problem in data mining review","volume":"2","author":"longadge","year":"2013","journal-title":"International Journal of Computer Science and Network"},{"key":"ref36","article-title":"Imbalanced dataset classification and solutions: a review","volume":"5","author":"ramyachitra","year":"2014","journal-title":"International Journal of Computing and Business Research"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24694-7_32"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007737"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2006.883013"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2008.925798"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2009.2021964"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-37057-4"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s12065-007-0001-5"},{"key":"ref20","article-title":"Learning fuzzy classification rules from imbalanced datasets using multi-objective evolutionary algorithm","year":"2015","journal-title":"2th Latin American Congress on Computational Intelligence LA-CCI 2015"},{"key":"ref22","first-page":"1","article-title":"Multiobjective genetic generation of fuzzy classifiers using the iterative rule learning","author":"cardenas","year":"0"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/91.755399"},{"key":"ref24","first-page":"aai8112638","article-title":"Generación genética multiobjetivo de bases de conocimiento fuzzy para clasificación en bases de datos no balanceadas usando el enfoque iterativo","author":"hinojosa","year":"2015"},{"key":"ref23","first-page":"292","article-title":"Multi-objective iterative genetic approach for learning fuzzy classification rules with semantic-based selection of the best rule","author":"cardenas","year":"0"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2010.2041008"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/S0888-613X(00)88942-2"},{"key":"ref51","first-page":"255","article-title":"Keel data-mining software tool: Data set repository, integration of algorithms and experimental analysis framework","volume":"17","author":"alcal\u00e1-fdez","year":"2011","journal-title":"Journal of Multiple-Valued Logic and Soft Computing"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/IFSA-NAFIPS.2013.6608367"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.2307\/3001968"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488514500330"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZY.2010.5584797"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-01307-2_43"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488512500195"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZ-IEEE.2013.6622396"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2012.08.025"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2009.12.014"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/HIS.2012.6421354"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.04.070"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2014.09.002"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.fss.2014.01.015"},{"key":"ref4","author":"deb","year":"2001","journal-title":"Multi-Objective Optimization Using Evolutionary Algorithms"},{"key":"ref3","author":"coello","year":"2007","journal-title":"Evolutionary Algorithms for Solving Multi-Objective Problems (Genetic and Evolutionary Computation)"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2011.03.004"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2012.2201338"},{"key":"ref8","first-page":"42","article-title":"An overview of classification algorithms for imbalanced datasets","volume":"2","author":"ganganwar","year":"2012","journal-title":"International Journal of Emerging Technology and Advanced Engineering"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-010-0669-9"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2006.06.042"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ISDA.2010.5687187"},{"key":"ref46","first-page":"59","article-title":"Improving the genetic algorithm of slave","volume":"16","author":"gonzalez","year":"2009","journal-title":"Mathware and Soft Computing"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007735"},{"key":"ref48","author":"price","year":"2005","journal-title":"Differential Evolution A Practical Approach to Global Optimization (Natural Computing Series)"},{"key":"ref47","article-title":"Simulated Binary Crossover for Continuous Search Space","author":"deb","year":"1995"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"769","DOI":"10.1109\/TSMC.1976.4309452","article-title":"Two modifications of cnn","volume":"6","author":"tomek","year":"1976","journal-title":"IEEE Transactions on Systems Man and Cybernetics"},{"key":"ref41","first-page":"1322","article-title":"Adasyn: Adaptive synthetic sampling approach for imbalanced learning","author":"he","year":"0"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-48229-6_9"},{"key":"ref43","first-page":"179","article-title":"Addressing the curse of imbalanced training sets: one-sided selection","author":"kubat","year":"0"}],"event":{"name":"2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","location":"Vancouver, BC, Canada","start":{"date-parts":[[2016,7,24]]},"end":{"date-parts":[[2016,7,29]]}},"container-title":["2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7694773\/7737658\/07737859.pdf?arnumber=7737859","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,15]],"date-time":"2019-09-15T17:16:30Z","timestamp":1568567790000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7737859\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,7]]},"references-count":53,"URL":"https:\/\/doi.org\/10.1109\/fuzz-ieee.2016.7737859","relation":{},"subject":[],"published":{"date-parts":[[2016,7]]}}}