{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,25]],"date-time":"2026-01-25T21:00:29Z","timestamp":1769374829378,"version":"3.49.0"},"reference-count":15,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2008,12]]},"DOI":"10.1109\/icpr.2008.4761278","type":"proceedings-article","created":{"date-parts":[[2009,1,28]],"date-time":"2009-01-28T11:20:14Z","timestamp":1233141614000},"page":"1-4","source":"Crossref","is-referenced-by-count":22,"title":["A supervised learning approach for imbalanced data sets"],"prefix":"10.1109","author":[{"given":"Giang H.","family":"Nguyen","sequence":"first","affiliation":[]},{"given":"Abdesselam","family":"Bouzerdoum","sequence":"additional","affiliation":[]},{"given":"Son L.","family":"Phung","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"15","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2006.17"},{"key":"13","first-page":"318","article-title":"learning internal representations by error propagation","volume":"1","author":"rumelhart","year":"1986","journal-title":"Parallel Distributed Processing Explorations in the Microstructure of Cognition"},{"key":"14","doi-asserted-by":"crossref","first-page":"295","DOI":"10.1007\/s00521-007-0089-7","article-title":"a data reduction approach forresolving the imbalanced data issue in functional genomics","volume":"16","author":"yoon","year":"2007","journal-title":"Neur Comput Appl"},{"key":"11","article-title":"efficient supervised learning with reduced training exam-plars","author":"nguyen","year":"2008","journal-title":"International Joint Conference on Neural Networks"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1993.298623"},{"key":"3","first-page":"1671","article-title":"assessing landsat classification accuracy using discrete multivariate statistical techniques","volume":"49","author":"congalton","year":"1983","journal-title":"Photogrammetric Engineering and Remote Sensing"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1111\/j.1540-5915.1999.tb00902.x"},{"key":"1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-73007-1_20"},{"key":"10","author":"newman","year":"1998","journal-title":"UCI repository of machine learning databases"},{"key":"7","first-page":"1816","article-title":"robust neural learning from unbalanced data samples","volume":"3","author":"lu","year":"1998","journal-title":"IEEE International Joint Conference on Neural Networks IEEE World Congress on Computational Intelligence"},{"key":"6","author":"hagan","year":"1996","journal-title":"Neural Network Design"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1109\/72.329697"},{"key":"4","year":"0"},{"key":"9","doi-asserted-by":"crossref","first-page":"406","DOI":"10.1109\/IJCNN.2007.4370991","article-title":"oaho: an effective algorithm for multi-class learning from imbalanced data","author":"murphey","year":"2007","journal-title":"IEEE International Joint Conference on Neural Networks"},{"key":"8","year":"0"}],"event":{"name":"2008 19th International Conference on Pattern Recognition (ICPR)","location":"Tampa, FL, USA","start":{"date-parts":[[2008,12,8]]},"end":{"date-parts":[[2008,12,11]]}},"container-title":["2008 19th International Conference on Pattern Recognition"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/4740202\/4760915\/04761278.pdf?arnumber=4761278","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,18]],"date-time":"2017-06-18T12:11:45Z","timestamp":1497787905000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/4761278\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008,12]]},"references-count":15,"URL":"https:\/\/doi.org\/10.1109\/icpr.2008.4761278","relation":{},"ISSN":["1051-4651"],"issn-type":[{"value":"1051-4651","type":"print"}],"subject":[],"published":{"date-parts":[[2008,12]]}}}