{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T06:13:00Z","timestamp":1764051180842,"version":"3.45.0"},"reference-count":48,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,9]],"date-time":"2025-10-09T00:00:00Z","timestamp":1759968000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,9]],"date-time":"2025-10-09T00:00:00Z","timestamp":1759968000000},"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":[[2025,10,9]]},"DOI":"10.1109\/dsaa65442.2025.11247989","type":"proceedings-article","created":{"date-parts":[[2025,11,24]],"date-time":"2025-11-24T18:56:45Z","timestamp":1764010605000},"page":"1-10","source":"Crossref","is-referenced-by-count":0,"title":["The Value of Diversity for Dealing with Concept Drift in Class-Imbalanced Data Streams"],"prefix":"10.1109","author":[{"given":"Chun Wai","family":"Chiu","sequence":"first","affiliation":[{"name":"Baxall Construction Ltd.,Paddock Wood,United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Leandro L.","family":"Minku","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of Birmingham,Birmingham,United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"doi-asserted-by":"publisher","key":"ref1","DOI":"10.1145\/2523813"},{"doi-asserted-by":"publisher","key":"ref2","DOI":"10.1007\/s10994-023-06353-6"},{"key":"ref3","first-page":"1","article-title":"Credit card fraud detection: A realistic modelling and a novel learning strategy","author":"Dal Pozzolo","year":"2017","journal-title":"IEEE TNNLS"},{"doi-asserted-by":"publisher","key":"ref4","DOI":"10.32604\/cmc.2022.019990"},{"doi-asserted-by":"publisher","key":"ref5","DOI":"10.1108\/IJPCC-12-2023-0358"},{"doi-asserted-by":"publisher","key":"ref6","DOI":"10.3390\/s20072131"},{"doi-asserted-by":"publisher","key":"ref7","DOI":"10.1109\/TNNLS.2017.2771290"},{"doi-asserted-by":"publisher","key":"ref8","DOI":"10.1109\/TKDE.2014.2345380"},{"doi-asserted-by":"publisher","key":"ref9","DOI":"10.1109\/TKDE.2016.2609424"},{"doi-asserted-by":"publisher","key":"ref10","DOI":"10.1109\/BigData52589.2021.9671609"},{"doi-asserted-by":"publisher","key":"ref11","DOI":"10.1109\/TNNLS.2020.3041684"},{"doi-asserted-by":"publisher","key":"ref12","DOI":"10.1109\/TKDE.2012.136"},{"doi-asserted-by":"publisher","key":"ref13","DOI":"10.1109\/IJCNN.2018.8489190"},{"doi-asserted-by":"publisher","key":"ref14","DOI":"10.1007\/978-3-319-89803-2_2"},{"key":"ref15","article-title":"Learning under concept drift: an overview","volume":"abs\/1010.4784","author":"Zliobaite","year":"2010","journal-title":"CoRR"},{"doi-asserted-by":"publisher","key":"ref16","DOI":"10.1109\/MCI.2015.2471196"},{"doi-asserted-by":"publisher","key":"ref17","DOI":"10.1016\/j.inffus.2017.02.004"},{"doi-asserted-by":"publisher","key":"ref18","DOI":"10.1007\/s10994-023-06420-y"},{"doi-asserted-by":"publisher","key":"ref19","DOI":"10.1109\/TKDE.2009.156"},{"doi-asserted-by":"publisher","key":"ref20","DOI":"10.1109\/TKDE.2011.58"},{"doi-asserted-by":"publisher","key":"ref21","DOI":"10.1155\/2021\/5549300"},{"doi-asserted-by":"publisher","key":"ref22","DOI":"10.1109\/ICDMW51313.2020.00125"},{"doi-asserted-by":"publisher","key":"ref23","DOI":"10.1109\/TNNLS.2017.2775225"},{"doi-asserted-by":"publisher","key":"ref24","DOI":"10.1016\/j.knosys.2019.105227"},{"doi-asserted-by":"publisher","key":"ref25","DOI":"10.1007\/s10462-024-10759-6"},{"doi-asserted-by":"publisher","key":"ref26","DOI":"10.1007\/s11227-021-04084-w"},{"issue":"5","key":"ref27","first-page":"2402","article-title":"Nus: noisy-sample-removed undersampling scheme for imbalanced classification and application to credit card fraud detection","volume":"10","author":"Zhu","year":"2023","journal-title":"IEEE TCSS"},{"doi-asserted-by":"publisher","key":"ref28","DOI":"10.1109\/BigData50022.2020.9377768"},{"doi-asserted-by":"publisher","key":"ref29","DOI":"10.1613\/jair.953"},{"doi-asserted-by":"publisher","key":"ref30","DOI":"10.1007\/s10618-021-00786-0"},{"key":"ref31","first-page":"498","article-title":"Cost-Sensitive Learning for Imbalanced Data Streams","author":"Lucas","year":"2020","journal-title":"SAC, ser. SAC \u201920. New York, NY, USA: Association for Computing Machinery"},{"doi-asserted-by":"publisher","key":"ref32","DOI":"10.1016\/B978-012722442-8\/50016-1"},{"doi-asserted-by":"publisher","key":"ref33","DOI":"10.1145\/2522968.2522981"},{"doi-asserted-by":"publisher","key":"ref34","DOI":"10.1007\/978-3-030-10925-7_21"},{"doi-asserted-by":"publisher","key":"ref35","DOI":"10.1109\/ICPR.2014.344"},{"doi-asserted-by":"publisher","key":"ref36","DOI":"10.1109\/ICSMC.2005.1571498"},{"doi-asserted-by":"publisher","key":"ref37","DOI":"10.1007\/s10618-010-0201-y"},{"doi-asserted-by":"publisher","key":"ref38","DOI":"10.1109\/TNN.2011.2160459"},{"doi-asserted-by":"publisher","key":"ref39","DOI":"10.3233\/IDA-2011-0484"},{"doi-asserted-by":"publisher","key":"ref40","DOI":"10.1109\/ICDM.2006.73"},{"key":"ref41","volume-title":"Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia Conference, PAKDD 2009","volume":"5476","author":"Theeramunkong","year":"2009"},{"key":"ref42","first-page":"440","article-title":"Biographies, Bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification","volume-title":"Annual Meeting of the ACL. Association for Computational Linguistics","author":"Blitzer"},{"key":"ref43","article-title":"Semeval-2016 task 4: Sentiment analysis in twitter","volume":"abs\/l912.01973","author":"Nakov","year":"2019","journal-title":"CoRR"},{"doi-asserted-by":"publisher","key":"ref44","DOI":"10.1016\/S0168-1699(99)00046-0"},{"doi-asserted-by":"publisher","key":"ref45","DOI":"10.1007\/s10618-020-00698-5"},{"volume-title":"The value of diversity for dealing with concept drift in class- imbalanced data streams - supplementary document","year":"2025","author":"Chiu","key":"ref46"},{"doi-asserted-by":"publisher","key":"ref47","DOI":"10.1007\/s10994-012-5320-9"},{"doi-asserted-by":"publisher","key":"ref48","DOI":"10.1016\/j.patcog.2019.02.023"}],"event":{"name":"2025 IEEE 12th International Conference on Data Science and Advanced Analytics (DSAA)","start":{"date-parts":[[2025,10,9]]},"location":"Birmingham, United Kingdom","end":{"date-parts":[[2025,10,12]]}},"container-title":["2025 IEEE 12th International Conference on Data Science and Advanced Analytics (DSAA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11247920\/11247921\/11247989.pdf?arnumber=11247989","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T06:07:46Z","timestamp":1764050866000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11247989\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,9]]},"references-count":48,"URL":"https:\/\/doi.org\/10.1109\/dsaa65442.2025.11247989","relation":{},"subject":[],"published":{"date-parts":[[2025,10,9]]}}}