{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T05:31:37Z","timestamp":1766467897990,"version":"3.28.0"},"reference-count":35,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,10,6]],"date-time":"2021-10-06T00:00:00Z","timestamp":1633478400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,10,6]],"date-time":"2021-10-06T00:00:00Z","timestamp":1633478400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,10,6]]},"DOI":"10.1109\/dsaa53316.2021.9564116","type":"proceedings-article","created":{"date-parts":[[2021,10,20]],"date-time":"2021-10-20T18:54:28Z","timestamp":1634756068000},"page":"1-10","source":"Crossref","is-referenced-by-count":1,"title":["A Generalized Optimization Embedded Framework of Undersampling Ensembles for Imbalanced Classification"],"prefix":"10.1109","author":[{"given":"Hongjiao","family":"Guan","sequence":"first","affiliation":[{"name":"School of Cyber Security, Qilu University of Technology (Shandong Academy of Sciences), Shandong Computer Science Center (National Supercomputer Center in Jinan)"}]},{"given":"Yingtao","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Harbin Institute of Technology"}]},{"given":"Bin","family":"Ma","sequence":"additional","affiliation":[{"name":"School of Cyber Security, Qilu University of Technology (Shandong Academy of Sciences), Shandong Computer Science Center (National Supercomputer Center in Jinan)"}]},{"given":"Jian","family":"Li","sequence":"additional","affiliation":[{"name":"School of Cyber Security, Qilu University of Technology (Shandong Academy of Sciences), Shandong Computer Science Center (National Supercomputer Center in Jinan)"}]},{"given":"Chunpeng","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Cyber Security, Qilu University of Technology (Shandong Academy of Sciences), Shandong Computer Science Center (National Supercomputer Center in Jinan)"}]}],"member":"263","reference":[{"journal-title":"UCI Machine Learning Repository","year":"2017","author":"dua","key":"ref33"},{"key":"ref32","first-page":"456","article-title":"WENN for individualized cleaning in imbalanced data","author":"guan","year":"0","journal-title":"2016 23rd International Conference on Pattern Recognition (ICPR)"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"529","DOI":"10.1016\/j.neucom.2014.07.064","article-title":"Neighbourhood sampling in bagging for imbalanced data","volume":"150","author":"blaszczy?ski","year":"2015","journal-title":"Neurocomputing"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1002\/sam.10061"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"539","DOI":"10.1109\/TSMCB.2008.2007853","article-title":"Exploratory undersampling for class-imbalance learning","volume":"39","author":"liu","year":"2009","journal-title":"IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2007.04.009"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-01307-2_43"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CIDM.2011.5949434"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.08.062"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.08.051"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-020-01852-8"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30115-8_7"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2011.03.014"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"2088","DOI":"10.1109\/TPAMI.2009.24","article-title":"A small sphere and large margin approach for novelty detection using training data with outliers","volume":"31","author":"wu","year":"2009","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2016.2551735"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2013.08.014"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2011.2161285"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s10844-015-0368-1"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.114246"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.106020"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24694-7_32"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2010.2084081"},{"key":"ref5","first-page":"813","article-title":"Concept learning and the problem of small disjuncts","volume":"89","author":"holte","year":"1989","journal-title":"Proceedings of the 11th International Joint Conference on Artificial Intelligence"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref7","first-page":"1263","article-title":"Learning from imbalanced data","author":"he","year":"2008","journal-title":"IEEE Transactions on Knowledge & Data Engineering"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.106925"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/11538059_91"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.02.026"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2940983"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.03.042"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.113660"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-39804-2_12"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2009.2029559"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.134"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2013.05.006"}],"event":{"name":"2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA)","start":{"date-parts":[[2021,10,6]]},"location":"Porto, Portugal","end":{"date-parts":[[2021,10,9]]}},"container-title":["2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9564091\/9564109\/09564116.pdf?arnumber=9564116","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,2]],"date-time":"2022-08-02T19:37:41Z","timestamp":1659469061000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9564116\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,6]]},"references-count":35,"URL":"https:\/\/doi.org\/10.1109\/dsaa53316.2021.9564116","relation":{},"subject":[],"published":{"date-parts":[[2021,10,6]]}}}