{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T16:36:54Z","timestamp":1778344614250,"version":"3.51.4"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2020,4,1]],"date-time":"2020-04-01T00:00:00Z","timestamp":1585699200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,4,1]],"date-time":"2020-04-01T00:00:00Z","timestamp":1585699200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,4,1]],"date-time":"2020-04-01T00:00:00Z","timestamp":1585699200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61672227"],"award-info":[{"award-number":["61672227"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61725301"],"award-info":[{"award-number":["61725301"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003024","name":"Shanghai Education Development Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003024","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cybern."],"published-print":{"date-parts":[[2020,4]]},"DOI":"10.1109\/tcyb.2018.2877663","type":"journal-article","created":{"date-parts":[[2018,11,9]],"date-time":"2018-11-09T22:22:28Z","timestamp":1541802148000},"page":"1617-1629","source":"Crossref","is-referenced-by-count":111,"title":["Geometric Structural Ensemble Learning for Imbalanced Problems"],"prefix":"10.1109","volume":"50","author":[{"given":"Zonghai","family":"Zhu","sequence":"first","affiliation":[{"name":"Key Laboratory of Advanced Control and Optimization for Chemical Processes, Ministry of Education, East China University of Science and Technology, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3759-2041","authenticated-orcid":false,"given":"Zhe","family":"Wang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Advanced Control and Optimization for Chemical Processes, Ministry of Education, East China University of Science and Technology, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dongdong","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yujin","family":"Zhu","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2676-6341","authenticated-orcid":false,"given":"Wenli","family":"Du","sequence":"additional","affiliation":[{"name":"Key Laboratory of Advanced Control and Optimization for Chemical Processes, Ministry of Education, East China University of Science and Technology, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2009.31"},{"key":"ref38","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 Trans Syst Man Cybern B Cybern"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CIDM.2009.4938667"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2009.2029559"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-39804-2_12"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.05.096"},{"key":"ref37","first-page":"412","article-title":"Roughly balanced bagging for imbalanced data","volume":"2","author":"shohei","year":"2010","journal-title":"Stat Anal Data Min"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2003.1247318"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.134"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2014.2345380"},{"key":"ref10","first-page":"8","article-title":"A strategy for attributes selection in cost-sensitive decision trees induction","author":"zhang","year":"2008","journal-title":"Proc IEEE Int Conf Comput Inf Technol Workshops"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-21557-5_13"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2006.131"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2014.11.014"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2011.2161285"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2012.232"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2461436"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-016-5306-z"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.05.008"},{"key":"ref19","first-page":"2298","article-title":"A hybrid sampling strategy with optimized probabilistic roadmap method","author":"yuan","year":"2016","journal-title":"Proc 4th Int Conf Fuzzy Syst Knowl Disc"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2001.989527"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.239"},{"key":"ref27","first-page":"97","article-title":"AdaCost: Misclassification cost-sensitive boosting","author":"fan","year":"1999","journal-title":"Proc 16th Int Conf Mach Learn"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2009.2021989"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007735"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2007.04.009"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.142"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-38989-4_27"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.12.017"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-008-0087-0"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2014.2322281"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2430821"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2013.2246188"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2006.158"},{"key":"ref42","author":"cormen","year":"2009","journal-title":"Introduction to Algorithms"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2781298"},{"key":"ref41","author":"boyd","year":"2011","journal-title":"Convex optimization"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2014.2372060"},{"key":"ref44","author":"hollander","year":"2013","journal-title":"Nonparametric Statistical Methods"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2609424"},{"key":"ref43","doi-asserted-by":"crossref","first-page":"832","DOI":"10.1109\/34.709601","article-title":"The random subspace method for constructing decision forests","volume":"20","author":"ho","year":"1998","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref25","author":"duda","year":"2001","journal-title":"Pattern Classification"}],"container-title":["IEEE Transactions on Cybernetics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221036\/9011772\/08528854.pdf?arnumber=8528854","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,15]],"date-time":"2024-01-15T21:21:29Z","timestamp":1705353689000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8528854\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,4]]},"references-count":44,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tcyb.2018.2877663","relation":{},"ISSN":["2168-2267","2168-2275"],"issn-type":[{"value":"2168-2267","type":"print"},{"value":"2168-2275","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,4]]}}}