{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,11,7]],"date-time":"2026-11-07T23:58:49Z","timestamp":1794095929899,"version":"4.8.0"},"reference-count":143,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000923","name":"Australian Research Council","doi-asserted-by":"crossref","award":["150101645"],"award-info":[{"award-number":["150101645"]}],"id":[{"id":"10.13039\/501100000923","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2018]]},"DOI":"10.1109\/tkde.2018.2876857","type":"journal-article","created":{"date-parts":[[2018,10,18]],"date-time":"2018-10-18T15:17:43Z","timestamp":1539875863000},"page":"1-1","source":"Crossref","is-referenced-by-count":974,"title":["Learning under Concept Drift: A Review"],"prefix":"10.1109","author":[{"given":"Jie","family":"Lu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anjin","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fan","family":"Dong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Feng","family":"Gu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joao","family":"Gama","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guangquan","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116900"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2015.09.009"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2014.01.001"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/317"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZ-IEEE.2017.8015596"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2017.02.004"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.01.078"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2523813"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2015.2471196"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-011-0002-6"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2522968.2522981"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116895"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2016.0040"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-014-5450-3"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/7921.003.0004"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2011.06.019"},{"key":"ref17","volume-title":"Detection of Abrupt Changes: Theory and Application","volume":"104","author":"Basseville","year":"1993"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972795.21"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2000082"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-28645-5_29"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2619909"},{"key":"ref22","first-page":"1","article-title":"An information-theoretic approach to detecting changes in multi-dimensional data streams","volume-title":"Proc. Symp. Interface Statist. Comput. Sci. Appl.","author":"Dasu"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2014.2345382"},{"key":"ref24","first-page":"1827","article-title":"Change-point detection with feature selection in high-dimensional time-series data","volume-title":"Proc. 23rd Int. Joint Conf. Artif. Intell.","author":"Yamada"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/11811305_4"},{"key":"ref26","first-page":"77","article-title":"Early drift detection method","volume-title":"Proc. 4th Int. Workshop Knowl. Discovery Data Streams","author":"Baena-Garc\u00eda"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.12.078"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2005.12.126"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2011.08.019"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-75488-6_27"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972771.42"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-03915-7_22"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-05224-8_4"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557041"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-017-5642-8"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623609"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/B978-012088469-8.50019-X"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/1281192.1281264"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783359"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2016.7727176"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2017.2682502"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2003998"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2011.05.012"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2012.6252540"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2013.2239309"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2015.7280398"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.04.047"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/bxu050"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI.2015.151"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2512714"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611974973.86"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2014.07.028"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/421"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.07.019"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.2307\/2684253"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2006.11.002"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.119"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.04.043"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-015-0675-9"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.07.035"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1099-095X(200003\/04)11:2<151::AID-ENV394>3.0.CO;2-B"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2775225"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502565"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15880-3_15"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-24775-3_36"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.04.024"},{"key":"ref67","first-page":"2755","article-title":"Dynamic weighted majority: An ensemble method for drifting concepts","author":"Kolter","year":"2007","journal-title":"J. Mach. Learn. Res."},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2011.2160459"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.06.092"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020442"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966109"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2016.7727174"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-31753-3_10"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2013.2251352"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401987"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2526675"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-013-0654-6"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2013.2271915"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-017-1070-0"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2015.2463732"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1145\/347090.347107"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502529"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1145\/956750.956813"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1145\/2351316.2351322"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2014.07.010"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.34"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2012.66"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2014.2333557"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2016.04.019"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-012-5320-9"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-013-0629-7"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13672-6_30"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1177\/001316446002000104"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-014-5441-4"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-17876-9_6"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783372"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511921803"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1007\/BF02295996"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.5555\/1248547.1248548"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102408"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2011.08.041"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502568"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1111\/coin.12071"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-013-0340-z"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1145\/956750.956778"},{"key":"ref106","first-page":"1601","article-title":"MOA: Massive online analysis","volume":"99","author":"Bifet","year":"2010","journal-title":"J. Mach. Learn. Res."},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611974010.98"},{"key":"ref108","article-title":"UCI machine learning repository","author":"Lichman","year":"2013"},{"key":"ref109","first-page":"1009","article-title":"Concept drift detection through resampling","volume-title":"Proc. 31st Int. Conf. Mach. Learn.","author":"Harel"},{"key":"ref110","article-title":"Stream data mining repository","author":"Zhu","year":"2010"},{"key":"ref111","article-title":"Splice-2 comparative evaluation: Electricity pricing","author":"Harries","year":"1999"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-009-0206-2"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1007\/s10844-008-0053-8"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.3233\/978-1-58603-891-5-763"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2004.10.002"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2016.11.002"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2236570"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2016.03.043"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2012.136"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.03.075"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2016.04.008"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2014.2345380"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.11.088"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.11.004"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1109\/IC3.2013.6612229"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2012.102"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.03.026"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1016\/B978-012722442-8\/50016-1"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.1109\/CBD.2016.018"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2016.0145"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020444"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2011.6033578"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-015-0837-4"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2010.125"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.1145\/2983323.2983842"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1109\/icde.2016.7498264"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10283"},{"key":"ref138","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.05.081"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1016\/S0020-7373(87)80003-2"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2014.2312983"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.11.008"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2016.7727274"},{"key":"ref143","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.01.049"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/4358933\/08496795.pdf?arnumber=8496795","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,24]],"date-time":"2026-10-24T04:57:43Z","timestamp":1792817863000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8496795\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":143,"URL":"https:\/\/doi.org\/10.1109\/tkde.2018.2876857","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":[[2018]]}}}