{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:15:30Z","timestamp":1740100530925,"version":"3.37.3"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,12,5]],"date-time":"2021-12-05T00:00:00Z","timestamp":1638662400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,12,5]],"date-time":"2021-12-05T00:00:00Z","timestamp":1638662400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100002347","name":"BMBF project TiM","doi-asserted-by":"publisher","award":["05M20PBA"],"award-info":[{"award-number":["05M20PBA"]}],"id":[{"id":"10.13039\/501100002347","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,12,5]]},"DOI":"10.1109\/ssci50451.2021.9659903","type":"proceedings-article","created":{"date-parts":[[2022,1,24]],"date-time":"2022-01-24T21:09:51Z","timestamp":1643058591000},"page":"1-7","source":"Crossref","is-referenced-by-count":1,"title":["Online Learning on Non-Stationary Data Streams for Image Recognition using Deep Embeddings"],"prefix":"10.1109","author":[{"given":"Valerie","family":"Vaquet","sequence":"first","affiliation":[{"name":"Machine Learning Group Bielefeld University,Bielefeld,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fabian","family":"Hinder","sequence":"additional","affiliation":[{"name":"Machine Learning Group Bielefeld University,Bielefeld,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jonas","family":"Vaquet","sequence":"additional","affiliation":[{"name":"Machine Learning Group Bielefeld University,Bielefeld,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Johannes","family":"Brinkrolf","sequence":"additional","affiliation":[{"name":"Machine Learning Group Bielefeld University,Bielefeld,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Barbara","family":"Hammer","sequence":"additional","affiliation":[{"name":"Machine Learning Group Bielefeld University,Bielefeld,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01424-7_27"},{"key":"ref11","article-title":"An introduction to domain adaptation and transfer learning","author":"kouw","year":"2018","journal-title":"CoRR vol abs\/1812 11806"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2015.2471196"},{"key":"ref13","article-title":"River: machine learning for streaming data in python","author":"montiel","year":"2020","journal-title":"CoRR vol abs\/2012 04740"},{"key":"ref14","volume":"7","author":"bifet","year":"2007","journal-title":"Learning from Time-changing Data with Adaptive Windowing"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2016.0040"},{"key":"ref16","article-title":"Online bagging and boosting","author":"oza","year":"2001","journal-title":"Proceedings of Artificial Intelligence and Statistics"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2609424"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-017-5642-8"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-19642-4_20"},{"key":"ref4","article-title":"Fast and robust object detection in household environments using vocabulary trees with sift descriptors","author":"pangercic","year":"2011","journal-title":"IEEE\/RSJ International Conference on Intelligent Robots and Systems (IROS) Workshop on Active Semantic Perception and Object Search in the Real World"},{"key":"ref3","article-title":"Learning under concept drift: an overview","author":"zliobaite","year":"2010","journal-title":"ArXiv Preprint"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2015.7280610"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2393347.2396324"},{"key":"ref8","article-title":"Online deep learning: Learning deep neural networks on the fly","author":"sahoo","year":"2017","journal-title":"CoRR vol abs\/1711 03705"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-021-00456-0"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2017.2773739"},{"key":"ref9","doi-asserted-by":"crossref","DOI":"10.1155\/2018\/7068349","article-title":"Deep learning for computer vision: A brief review","volume":"2018","author":"voulodimos","year":"2018","journal-title":"Computational Intelligence and Neuroscience"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2019.8794251"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2771290"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-61616-8_68"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1613\/jair.953","article-title":"Smote: Synthetic minority over-sampling technique","volume":"16","author":"bowyer","year":"2002","journal-title":"J Artif Intell Res"},{"key":"ref24","article-title":"Learning multiple layers of features from tiny images","author":"krizhevsky","year":"2012","journal-title":"University of Toronto"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2019.8851731"},{"key":"ref25","first-page":"1","article-title":"Scikit-multiflow: A multi-output streaming framework","volume":"19","author":"montiel","year":"2018","journal-title":"Journal of Machine Learning Research"}],"event":{"name":"2021 IEEE Symposium Series on Computational Intelligence (SSCI)","start":{"date-parts":[[2021,12,5]]},"location":"Orlando, FL, USA","end":{"date-parts":[[2021,12,7]]}},"container-title":["2021 IEEE Symposium Series on Computational Intelligence (SSCI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9659537\/9659538\/09659903.pdf?arnumber=9659903","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,2]],"date-time":"2022-08-02T23:58:06Z","timestamp":1659484686000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9659903\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,5]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/ssci50451.2021.9659903","relation":{},"subject":[],"published":{"date-parts":[[2021,12,5]]}}}