{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,17]],"date-time":"2026-09-17T21:33:05Z","timestamp":1789680785508,"version":"4.0.1"},"publisher-location":"New York, NY, USA","reference-count":23,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,4,8]],"date-time":"2024-04-08T00:00:00Z","timestamp":1712534400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,4,8]]},"DOI":"10.1145\/3605098.3635899","type":"proceedings-article","created":{"date-parts":[[2024,5,21]],"date-time":"2024-05-21T17:59:16Z","timestamp":1716314356000},"page":"351-357","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["Just Change on Change: Adaptive Splitting Time for Decision Trees in Data Stream Classification"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0975-8665","authenticated-orcid":false,"given":"Daniel Nowak","family":"Assis","sequence":"first","affiliation":[{"name":"Programa de P\u00f3s-Gradua\u00e7\u00e3o em Inform\u00e1tica (PPGIa), Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1, Curitiba, Parana, Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9928-854X","authenticated-orcid":false,"given":"Jean Paul","family":"Barddal","sequence":"additional","affiliation":[{"name":"Programa de P\u00f3s-Gradua\u00e7\u00e3o em Inform\u00e1tica (PPGIa), Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1, Curitiba, Parana, Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1418-3245","authenticated-orcid":false,"given":"Fabr\u00edcio","family":"Enembreck","sequence":"additional","affiliation":[{"name":"Programa de P\u00f3s-Gradua\u00e7\u00e3o em Inform\u00e1tica (PPGIa), Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1, Curitiba, Parana, Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2024,5,21]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2017.2647778"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/69.250074"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3297280.3297334"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972771.42"},{"key":"e_1_3_2_1_5_1","volume-title":"Advances in Intelligent Data Analysis VIII, Niall M","author":"Bifet Albert","unstructured":"Albert Bifet and Ricard Gavald\u00e0. 2009. Adaptive Learning from Evolving Data Streams. In Advances in Intelligent Data Analysis VIII, Niall M. Adams, C\u00e9line Robardet, Arno Siebes, and Jean-Fran\u00e7ois Boulicaut (Eds.). Springer Berlin Heidelberg, Berlin, Heidelberg, 249--260."},{"key":"e_1_3_2_1_6_1","volume-title":"Proceedings of the First Workshop on Applications of Pattern Analysis (Proceedings of Machine Learning Research","volume":"50","author":"Bifet Albert","year":"2010","unstructured":"Albert Bifet, Geoff Holmes, Bernhard Pfahringer, Philipp Kranen, Hardy Kremer, Timm Jansen, and Thomas Seidl. 2010. MOA: Massive Online Analysis, a Framework for Stream Classification and Clustering. In Proceedings of the First Workshop on Applications of Pattern Analysis (Proceedings of Machine Learning Research, Vol. 11). PMLR, Cumberland Lodge, Windsor, UK, 44--50. https:\/\/proceedings.mlr.press\/v11\/bifet10a.html"},{"key":"e_1_3_2_1_7_1","volume-title":"Classification and Regression Trees. Wadsworth Statistics","author":"Breiman Leo","unstructured":"Leo Breiman. 1984. Classification and Regression Trees. Wadsworth Statistics, Wadsworth, Belmont, CA,."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966369"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1137\/S0097539701398363"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.5555\/1248547.1248548"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/347090.347107"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-012-5320-9"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/956750.956813"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3054925"},{"key":"e_1_3_2_1_15_1","volume-title":"26th European Symposium on Artificial Neural Networks, ESANN 2018","author":"Gomes Heitor Murilo","year":"2018","unstructured":"Heitor Murilo Gomes, Jean Paul Barddal, Luis Eduardo Boiko Ferreira, and Albert Bifet. 2018. Adaptive random forests for data stream regression. In 26th European Symposium on Artificial Neural Networks, ESANN 2018, Bruges, Belgium, April 25--27, 2018."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-017-5642-8"},{"key":"e_1_3_2_1_17_1","volume-title":"Probability inequalities for sums of bounded random variables. The collected works of Wassily Hoeffding","author":"Hoeffding Wassily","year":"1963","unstructured":"Wassily Hoeffding. 1963. Probability inequalities for sums of bounded random variables. The collected works of Wassily Hoeffding (1963), 409--426."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502529"},{"key":"e_1_3_2_1_19_1","volume-title":"Improving hoeffding trees. Ph. D. Dissertation","author":"Kirkby R.B.","unstructured":"R.B. Kirkby. 2007. Improving hoeffding trees. Ph. D. Dissertation. The University of Waikato."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2876857"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220005"},{"key":"e_1_3_2_1_22_1","volume-title":"Programs for Machine","author":"Quinlan J.R","unstructured":"J.R Quinlan. 1992. C4.5: Programs for Machine. Morgan Kaufmann Publishers, 340 Pine Street, 6th Floor San Francisco, CA 94104 USA."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502568"}],"event":{"name":"SAC '24: 39th ACM\/SIGAPP Symposium on Applied Computing","location":"Avila Spain","acronym":"SAC '24","sponsor":["SIGAPP ACM Special Interest Group on Applied Computing"]},"container-title":["Proceedings of the 39th ACM\/SIGAPP Symposium on Applied Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3605098.3635899","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3605098.3635899","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:36:14Z","timestamp":1750178174000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3605098.3635899"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,8]]},"references-count":23,"alternative-id":["10.1145\/3605098.3635899","10.1145\/3605098"],"URL":"https:\/\/doi.org\/10.1145\/3605098.3635899","relation":{},"subject":[],"published":{"date-parts":[[2024,4,8]]},"assertion":[{"value":"2024-05-21","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}