{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T17:25:31Z","timestamp":1778347531401,"version":"3.51.4"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,10,9]],"date-time":"2023-10-09T00:00:00Z","timestamp":1696809600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,10,9]],"date-time":"2023-10-09T00:00:00Z","timestamp":1696809600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100009950","name":"Ministry of Education","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100009950","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,10,9]]},"DOI":"10.1109\/dsaa60987.2023.10302492","type":"proceedings-article","created":{"date-parts":[[2023,11,6]],"date-time":"2023-11-06T19:07:21Z","timestamp":1699297641000},"page":"1-10","source":"Crossref","is-referenced-by-count":6,"title":["Designing Concept Drift Detection Ensembles: A Survey"],"prefix":"10.1109","author":[{"given":"Martin","family":"Trat","sequence":"first","affiliation":[{"name":"FZI Research Center for Information Technology,Intelligent Systems and Production Engineering,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jivka","family":"Ovtcharova","sequence":"additional","affiliation":[{"name":"FZI Research Center for Information Technology,Intelligent Systems and Production Engineering,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/bxu050"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3368474.3368475"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3233\/IDT-210115"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2018.00058"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1327"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI.2015.151"},{"key":"ref10","first-page":"462","article-title":"Concept drift detection and model selection with simulated recurrence and ensembles of statistical detectors","volume":"19","author":"sobolewski","year":"2013","journal-title":"Journal of Universal Computer Science"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2523813"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-015-0448-4"},{"key":"ref17","first-page":"1838","article-title":"Sled: Semisupervised locally-weighted ensemble detector","author":"zhang","year":"2020","journal-title":"2020 IEEE 36th International Conference on Data Engineering"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-45378-1_48"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/BigData52589.2021.9671279"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI47803.2020.9308267"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA.2019.00047"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2018.8477962"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9533334"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.109380"},{"key":"ref20","first-page":"27","article-title":"&#x00E1;first attempt to construct effective concept drift detector ensembles","volume":"525","author":"wozniak","year":"2016","journal-title":"Image Processing and Communications Challenges 8 ser Advances in Intelligent Systems and Computing"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-018-5719-z"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2016.7727728"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45869-7_21"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-21967-2_16"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.03.006"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-9326-7_1"},{"key":"ref7","author":"witten","year":"2011","journal-title":"Data Mining Practical Machine Learning Tools and Techniques"},{"key":"ref9","year":"2023","journal-title":"Scopus Access and use support center How do i search in scopus?"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1381"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2017.02.004"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2886026"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s12530-016-9168-2"}],"event":{"name":"2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA)","location":"Thessaloniki, Greece","start":{"date-parts":[[2023,10,9]]},"end":{"date-parts":[[2023,10,13]]}},"container-title":["2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10302431\/10302461\/10302492.pdf?arnumber=10302492","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,13]],"date-time":"2024-06-13T17:32:49Z","timestamp":1718299969000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10302492\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,9]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/dsaa60987.2023.10302492","relation":{},"subject":[],"published":{"date-parts":[[2023,10,9]]}}}