{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T13:25:49Z","timestamp":1778592349484,"version":"3.51.4"},"reference-count":25,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/ijcnn.2018.8489320","type":"proceedings-article","created":{"date-parts":[[2018,10,19]],"date-time":"2018-10-19T22:25:09Z","timestamp":1539987909000},"page":"1-6","source":"Crossref","is-referenced-by-count":9,"title":["Self\u2013Organizing\u2013Maps Based Undersampling for the Classification of Unbalanced Datasets"],"prefix":"10.1109","author":[{"given":"Marco","family":"Vannucci","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Valentina","family":"Colla","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015369"},{"key":"ref11","first-page":"1207","article-title":"New support vector algorithms","volume":"12","author":"scholkopf","year":"2000"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CCDC.2017.7978885"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2011.2161285"},{"key":"ref14","first-page":"97","article-title":"Adacost: Misclassification cost-sensitive boosting","author":"fan","year":"1999","journal-title":"Proceedings of the Sixteenth International Conference on Machine Learning ser ICML '99"},{"key":"ref15","first-page":"188","article-title":"Integrated transfer learning algorithm using multi-source tradaboost for unbalanced samples classification","author":"yuan","year":"0"},{"key":"ref16","first-page":"1","article-title":"Classification of imbalanced data sets using multi objective genetic programming","author":"maheta","year":"0"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007735"},{"key":"ref18","first-page":"111","article-title":"The class imbalance problem: Significance and strategies","author":"japkowicz","year":"2000","journal-title":"In Proceedings of the 2000 International Conference on Artificial Intelligence (ICAI)"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref4","first-page":"1935","article-title":"Ensemble techniques with weighted combination rules for early diagnosis of alzheimer's disease","author":"stepenosky","year":"0"},{"key":"ref3","doi-asserted-by":"crossref","DOI":"10.1109\/FUZZY.2010.5584036","article-title":"A fuzzy inference system applied to defect detection in flat steel production","author":"borselli","year":"2010"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.239"},{"key":"ref5","first-page":"327","article-title":"Trends in Applied Intelligent Systems: 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA\/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part I","author":"garc\u00eda-pedrajas","year":"2010","journal-title":"Class Imbalance Methods for Translation Initiation Site Recognition"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007734"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1111\/j.0824-7935.2004.t01-1-00228.x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2010.09.001"},{"key":"ref9","first-page":"1320","volume":"5517","author":"vannucci","year":"2009","journal-title":"Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)"},{"key":"ref1","first-page":"1","article-title":"Detection of rare events within industrial datasets by means of data resampling and specific algorithms","volume":"11","author":"vannucci","year":"2010","journal-title":"International Journal of Simulation Systems Science and Technology"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2013.05.059"},{"key":"ref22","first-page":"63","author":"laurikkala","year":"2001","journal-title":"Improving identification of difficult small classes by balancing class distribution"},{"key":"ref21","first-page":"179","article-title":"Addressing the curse of imbalanced training sets: One-sided selection","author":"kubat","year":"1997","journal-title":"Proceedings of the Fourteenth International Conference on Machine Learning"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-59424-8_3"},{"key":"ref23","first-page":"395","volume":"56","author":"vannucci","year":"2016","journal-title":"Smart under-Sampling for the detection of rare patterns in unbalanced datasets"},{"key":"ref25","article-title":"UCI machine learning repository","author":"lichman","year":"2013"}],"event":{"name":"2018 International Joint Conference on Neural Networks (IJCNN)","location":"Rio de Janeiro","start":{"date-parts":[[2018,7,8]]},"end":{"date-parts":[[2018,7,13]]}},"container-title":["2018 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8465565\/8488986\/08489320.pdf?arnumber=8489320","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T05:57:47Z","timestamp":1598248667000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8489320\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2018.8489320","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}