{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T19:29:41Z","timestamp":1778354981208,"version":"3.51.4"},"reference-count":37,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T00:00:00Z","timestamp":1702598400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T00:00:00Z","timestamp":1702598400000},"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":[[2023,12,15]]},"DOI":"10.1109\/bigdata59044.2023.10386551","type":"proceedings-article","created":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T18:28:47Z","timestamp":1705948127000},"page":"5156-5165","source":"Crossref","is-referenced-by-count":1,"title":["Choosing the Right Time to Learn Evolving Data Streams"],"prefix":"10.1109","author":[{"given":"Alessio","family":"Bernardo","sequence":"first","affiliation":[{"name":"DEIB - Politecnico di Milano,Milano,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Emanuele Della","family":"Valle","sequence":"additional","affiliation":[{"name":"DEIB - Politecnico di Milano,Milano,Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Albert","family":"Bifet","sequence":"additional","affiliation":[{"name":"University of Waikato,New Zealand"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Dataage 2025-the digitization of the world","year":"2020"},{"issue":"2","key":"ref2","first-page":"58","article-title":"The problem of concept drift: definitions and related work","volume":"106","author":"Tsymbal","year":"2004","journal-title":"Computer Science Department, Trinity College Dublin"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/10654.001.0001"},{"key":"ref4","article-title":"Travel time prediction for the planning of mass transit companies: a machine learning approach","author":"Moreira","year":"2008"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/s19245370"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-76993-4_55"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.cnsns.2020.105372"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.02.050"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/nrn.2015.18"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/S0022-5371(70)80107-4"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/BF01320097"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1037\/h0033475"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/00220671.1981.10885317"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-52240-7_65"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-7566-5"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/bf00058655"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2005.1571498"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15880-3_15"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-017-5642-8"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502529"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972771.42"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2019.00034"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557041"},{"key":"ref24","article-title":"Active learning literature survey","volume-title":"Computer Sciences Technical Report 1648","author":"Settles","year":"2009"},{"key":"ref25","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv preprint arXiv:1412.6980"},{"key":"ref26","first-page":"815","article-title":"Test of page-hinckley, an approach for fault detection in an agro-alimentary production system","volume-title":"2004 5th Asian control conference (IEEE Cat. No. 04EX904)","volume":"2","author":"Mouss"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-28645-5_29"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502568"},{"key":"ref29","volume-title":"UCI machine learning repository","author":"Bache","year":"2013"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-020-00698-5"},{"key":"ref31","volume-title":"Uci machine learning repository","author":"Asuncion","year":"2007"},{"key":"ref32","volume-title":"Splice-2 comparative evaluation: Electricity pricing","author":"Harries","year":"1999"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-14640-4_7"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-03915-7_22"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-012-5320-9"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783372"},{"key":"ref37","first-page":"1","article-title":"Statistical comparisons of classifiers over multiple data sets","volume":"7","author":"Demsar","year":"2006","journal-title":"J. Mach. Learn. Res"}],"event":{"name":"2023 IEEE International Conference on Big Data (BigData)","location":"Sorrento, Italy","start":{"date-parts":[[2023,12,15]]},"end":{"date-parts":[[2023,12,18]]}},"container-title":["2023 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10385234\/10386078\/10386551.pdf?arnumber=10386551","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T02:03:59Z","timestamp":1706753039000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10386551\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,15]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/bigdata59044.2023.10386551","relation":{},"subject":[],"published":{"date-parts":[[2023,12,15]]}}}