{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,29]],"date-time":"2025-10-29T03:29:36Z","timestamp":1761708576869,"version":"3.28.0"},"reference-count":41,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010,7]]},"DOI":"10.1109\/fuzzy.2010.5584797","type":"proceedings-article","created":{"date-parts":[[2010,9,29]],"date-time":"2010-09-29T18:06:18Z","timestamp":1285783578000},"page":"1-8","source":"Crossref","is-referenced-by-count":4,"title":["Preprocessing vague imbalanced datasets and its use in genetic fuzzy classifiers"],"prefix":"10.1109","author":[{"given":"Ana M.","family":"Palacios","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luciano","family":"Sanchez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ines","family":"Couso","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007734"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2007.07.015"},{"key":"ref33","first-page":"51","article-title":"An approach to centroids of fuzzy numbers","volume":"9","author":"shieh","year":"2007","journal-title":"International Journal of Fuzzy Systems"},{"key":"ref32","first-page":"492","article-title":"A comparative analysis of centroid methods in ranking fuzzy numbers","volume":"28","author":"ramli","year":"2009","journal-title":"European Journal of Scientific Research"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007738"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2007.12.051"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZY.2005.1452488"},{"key":"ref36","article-title":"Learning imbalanced and overlapping classes using fuzzy sets","author":"visa","year":"2003","journal-title":"Internat Conf Machine Learning -Workshop on Learning from Imbalanced Datasets II"},{"key":"ref35","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 Trans Systems Man Copp"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2006.95"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZY.2006.1681943"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1972.4309137"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/S0898-1221(01)00277-2"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.fss.2007.12.023"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2009.02.048"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2008.11.004"},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.1016\/j.ins.2009.12.014","article-title":"On the 2-tuples based genetic tuning performance for fuzzy rule based classification systems in imbalanced data-sets","author":"fern\u00e1ndez","year":"2010","journal-title":"Information Sciences"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1968.1054155"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"429","DOI":"10.3233\/IDA-2002-6504","article-title":"The class imbalance problem: a systematic study","volume":"6","author":"japkowicz","year":"2002","journal-title":"Intelligent Data Anal"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"698","DOI":"10.1109\/TSMC.1976.4309421","article-title":"Decision-making in the presence of fuzzy variables","volume":"6","author":"jain","year":"1976","journal-title":"IEEE Transactions on Systems Man and Cybernetics"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1080\/00207727708942017"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s12065-009-0024-1"},{"key":"ref4","first-page":"13","article-title":"Operations on fuzzy numbers with function principal","volume":"6","author":"chen","year":"1985","journal-title":"Tamkang Journal of Management Sciences"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02319-4_79"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007733"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1080\/01969720302866"},{"key":"ref29","article-title":"Diagnosis of dyslexia from vague data with Genetic Fuzzy System","author":"palacios","year":"2010","journal-title":"IJAR"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(96)00272-2"},{"key":"ref8","first-page":"899","article-title":"Ranking generalized fuzzy number with graded mean integration","volume":"2","author":"chen","year":"1999","journal-title":"Proceedings of the Eighth International Fuzzy Systems Association World Congress"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-006-0003-5"},{"key":"ref2","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 Intelligent Research"},{"key":"ref9","article-title":"Genetic fuzzy systems. Evolutionary tuning and learning of fuzzy knowledge bases","author":"cord\u00f3n","year":"2001","journal-title":"World Scientific"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007735"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2007.06.030"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-48229-6_9"},{"key":"ref21","first-page":"170","article-title":"Addressing the curse of imbalanced training sets: one-sided selection","author":"kubat","year":"1997","journal-title":"Int'l Conference on Machine Learning"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2007.12.031"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2006.888990"},{"key":"ref23","article-title":"Ranking indices and rules for fuzzy numbers based on gravity center point","author":"liang","year":"2006","journal-title":"Paper presented at the 6th World Congress on Intelligent Control and Automation"},{"article-title":"Future performance modeling in athletism with low quality data-based GFSs","year":"2010","author":"palacios","key":"ref26"},{"key":"ref25","first-page":"363","article-title":"Fuzzy decision analysis on the development of centralized regional energy control system, IFAC Syrup","author":"murakami","year":"1983","journal-title":"Fuzzy Information Knowledge Representation and Decision Analysis"}],"event":{"name":"2010 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","start":{"date-parts":[[2010,7,18]]},"location":"Barcelona, Spain","end":{"date-parts":[[2010,7,23]]}},"container-title":["International Conference on Fuzzy Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/5573642\/5583929\/05584797.pdf?arnumber=5584797","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,5]],"date-time":"2019-06-05T04:21:23Z","timestamp":1559708483000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/5584797\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,7]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/fuzzy.2010.5584797","relation":{},"subject":[],"published":{"date-parts":[[2010,7]]}}}