{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T06:59:51Z","timestamp":1760597991822,"version":"3.28.0"},"reference-count":35,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"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":[[2020,7]]},"DOI":"10.1109\/ijcnn48605.2020.9206792","type":"proceedings-article","created":{"date-parts":[[2020,9,30]],"date-time":"2020-09-30T00:40:33Z","timestamp":1601426433000},"page":"1-8","source":"Crossref","is-referenced-by-count":6,"title":["A Semi-supervised Based Framework for Data Stream Classification in Non-Stationary Environments"],"prefix":"10.1109","author":[{"given":"Arthur Costa","family":"Gorgonio","sequence":"first","affiliation":[]},{"given":"Anne Magaly","family":"de P. Canuto","sequence":"additional","affiliation":[]},{"given":"Karliane M. O.","family":"Vale","sequence":"additional","affiliation":[]},{"given":"Flavius L.","family":"Gorgonio","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/1656274.1656278"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1023\/A:1006559212014"},{"key":"ref31","first-page":"115","article-title":"Fast effective rule induction","author":"cohen","year":"1995","journal-title":"Machine Learning"},{"journal-title":"Classification and Regression Trees","year":"1984","author":"breiman","key":"ref30"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611974010.98"},{"article-title":"UCI machine learning repository","year":"2017","author":"dua","key":"ref34"},{"key":"ref10","article-title":"Automatic adjustment of confidence values in self-training semi-supervised method","author":"vale","year":"2018","journal-title":"International Joint Conference on Neural Networks"},{"key":"ref11","first-page":"1","article-title":"Using confi-dence values in multi-label classification problems with semi-supervised learning","author":"rodrigues","year":"2013","journal-title":"International Joint Conference on Neural Networks"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2014.6889564"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1177\/0142331216658091"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.5753\/eniac.2018.4466"},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.1002\/9781118914564","author":"kuncheva","year":"2014","journal-title":"Combining Pattern Classifiers Methods and Algorithms"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1201\/b17320"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/34.982906"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-015-0837-4"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/BigDataCongress.2017.70"},{"key":"ref28","first-page":"1601","article-title":"MOA: massive online analysis","volume":"11","author":"bifet","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.01.062"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-42042-9_74"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-36657-4_7"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2017.02.004"},{"key":"ref29","article-title":"Comparison of the c4.5 and a naive bayes classifier for the prediction of lung cancer survivability","volume":"4","author":"dimitoglou","year":"2012","journal-title":"Journal of Computing"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3054925"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-47534-9_3"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2523813"},{"key":"ref2","first-page":"1880","article-title":"Learning with partional supervision","volume":"3","author":"bouchachia","year":"2012","journal-title":"Machine Learning Hershey PA 17033 Information Science Reference"},{"key":"ref9","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-031-01548-9","author":"zhu","year":"2009","journal-title":"Introduction to Semi-Supervised Learning"},{"journal-title":"Machine Learning","year":"1997","author":"mitchell","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-017-5642-8"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/COASE.2018.8560554"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2018.8489364"},{"key":"ref24","first-page":"597","article-title":"Active learning with evolving streaming data","author":"\u017eliobait?","year":"2011","journal-title":"Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502529"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/956755.956778"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/502512.502565"}],"event":{"name":"2020 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2020,7,19]]},"location":"Glasgow, United Kingdom","end":{"date-parts":[[2020,7,24]]}},"container-title":["2020 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9200848\/9206590\/09206792.pdf?arnumber=9206792","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,8]],"date-time":"2023-10-08T17:36:14Z","timestamp":1696786574000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9206792\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":35,"URL":"https:\/\/doi.org\/10.1109\/ijcnn48605.2020.9206792","relation":{},"subject":[],"published":{"date-parts":[[2020,7]]}}}