{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T21:06:02Z","timestamp":1783976762756,"version":"3.55.0"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&D Program of China","award":["2026YFE0202200"],"award-info":[{"award-number":["2026YFE0202200"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62476101"],"award-info":[{"award-number":["62476101"]}],"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":["62572199"],"award-info":[{"award-number":["62572199"]}],"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":["92467109"],"award-info":[{"award-number":["92467109"]}],"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":["62306122"],"award-info":[{"award-number":["62306122"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Major Key Project of PCL","award":["PCL2025A13"],"award-info":[{"award-number":["PCL2025A13"]}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2024A1515140137"],"award-info":[{"award-number":["2024A1515140137"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Key R&D Program of China","award":["2023YFA1011601"],"award-info":[{"award-number":["2023YFA1011601"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["ZQN-1122"],"award-info":[{"award-number":["ZQN-1122"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2026,8]]},"DOI":"10.1109\/tkde.2026.3691202","type":"journal-article","created":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T19:44:17Z","timestamp":1779392657000},"page":"5047-5061","source":"Crossref","is-referenced-by-count":0,"title":["Enhancing Active Learning for Class Imbalance With an Incrementally Weighted Approach"],"prefix":"10.1109","volume":"38","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2180-2101","authenticated-orcid":false,"given":"Kaixiang","family":"Yang","sequence":"first","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-3712-1542","authenticated-orcid":false,"given":"Wuxing","family":"Chen","sequence":"additional","affiliation":[{"name":"Peng Cheng Laboratory, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8886-1547","authenticated-orcid":false,"given":"Chao","family":"Li","sequence":"additional","affiliation":[{"name":"Center for Data Science and International Business School, Zhejiang University, Hangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6961-5888","authenticated-orcid":false,"given":"Yifan","family":"Shi","sequence":"additional","affiliation":[{"name":"School of Engineering, Huaqiao University, Quanzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0935-5890","authenticated-orcid":false,"given":"Zhiwen","family":"Yu","sequence":"additional","affiliation":[{"name":"Pengcheng Lab, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5451-7230","authenticated-orcid":false,"given":"C. L.","family":"Philip Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3472291"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.106778"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i10.17066"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.3048055"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3450352"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2020.3023632"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-19597-w"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2897307"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-021-06003-9"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.638"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00914"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-020-00704-w"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.637"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.51"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.findings-emnlp.235"},{"key":"ref16","first-page":"10906","article-title":"Diversity enhanced active learning with strictly proper scoring rules","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Tan","year":"2021"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2007.10.002"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2018.06.004"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2014.12.009"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/72.822506"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.04.019"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2716952"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3259022"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2863020"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-024-10759-6"},{"key":"ref26","first-page":"783","article-title":"Active learning for word sense disambiguation with methods for addressing the class imbalance problem","volume-title":"2007 Joint Conf. Empirical Methods Natural Lang. Process. Comput. Natural Lang. Learn.","author":"Zhu","year":"2007"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00668"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1002\/9781118646106.ch6"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2014.2344674"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2020.3043147"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2021.3061094"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3061428"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2022.3181449"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3216788"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.109664"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-009-5100-3"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2855446"},{"key":"ref38","article-title":"Active learning literature survey","author":"Settles","year":"2009"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-022-10246-w"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2023.3287738"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.07.007"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-016-0094-0"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1.11192"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/11538059_91"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007735"},{"key":"ref47","article-title":"Using random forest to learn imbalanced data","author":"Chen","year":"2004"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2008.2007853"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1162\/evco.2009.17.3.275"},{"key":"ref50","first-page":"19","article-title":"Results of the active learning challenge","volume-title":"Proc. Act. Learn. Exp. Des. Workshop Conjunction Conf. Proc.","author":"Guyon","year":"2011"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2012.08.010"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2011.2168604"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2005.12.126"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.114885"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.11.099"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3056894"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.findings-emnlp.235"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/69\/11591437\/11533536.pdf?arnumber=11533536","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T20:06:27Z","timestamp":1783973187000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11533536\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8]]},"references-count":57,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2026.3691202","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"value":"1041-4347","type":"print"},{"value":"1558-2191","type":"electronic"},{"value":"2326-3865","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,8]]}}}