{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T16:35:30Z","timestamp":1781109330133,"version":"3.54.1"},"reference-count":74,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"funds of the Polish Ministry of Science and Higher Education allocated to the AGH University"},{"name":"program \u201cExcellence initiative - research university\u201d for AGH University"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3377690","type":"journal-article","created":{"date-parts":[[2024,3,18]],"date-time":"2024-03-18T19:21:25Z","timestamp":1710789685000},"page":"41364-41380","source":"Crossref","is-referenced-by-count":24,"title":["Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4221-0017","authenticated-orcid":false,"given":"Kamil","family":"Faber","sequence":"first","affiliation":[{"name":"Faculty of Computer Science, AGH University of Science and Technology, Krak&#x00F3;w, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8366-6059","authenticated-orcid":false,"given":"Roberto","family":"Corizzo","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science, AGH University of Science and Technology, Krak&#x00F3;w, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4206-9052","authenticated-orcid":false,"given":"Bartlomiej","family":"Sniezynski","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science, AGH University of Science and Technology, Krak&#x00F3;w, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1176-1617","authenticated-orcid":false,"given":"Nathalie","family":"Japkowicz","sequence":"additional","affiliation":[{"name":"Department of Computer Science, American University, Washington, DC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-6396-2_1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.14778\/3538598.3538602"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CCGrid51090.2021.00088"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-88942-5_36"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2921912"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2020.06.008"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3439950"},{"key":"ref8","article-title":"Deep learning for anomaly detection: A survey","author":"Chalapathy","year":"2019","journal-title":"arXiv:1901.03407"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2891315"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2021.3126281"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.113378"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.172"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.09.063"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2019.01.012"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2021.07.021"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1201\/EBK1439826119-7"},{"key":"ref17","article-title":"On the role of neurogenesis in overcoming catastrophic forgetting","author":"Parisi","year":"2018","journal-title":"arXiv:1811.02113"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2023.3339091"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i10.17049"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i8.16861"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3213473"},{"key":"ref23","first-page":"20","article-title":"Policy and value transfer in lifelong reinforcement learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Abel"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3561381"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2023.01.007"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2023.01.014"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3308900"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.10.021"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/BigData59044.2023.10386211"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.01.067"},{"key":"ref31","article-title":"Three scenarios for continual learning","author":"van de Ven","year":"2019","journal-title":"arXiv:1904.07734"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2020.12.003"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3057446"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-18840-4_7"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00814"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW60793.2023.00378"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00131"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3389\/frai.2022.829842"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3155451"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2014.131"},{"key":"ref41","first-page":"17","article-title":"CORe50: A new dataset and benchmark for continuous object recognition","volume-title":"Proc. Conf. Robot Learn.","author":"Lomonaco"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2773081"},{"key":"ref43","first-page":"1","article-title":"Continual learning in practice","volume-title":"Proc. NeurIPS Continual Learn. Workshop","author":"Diethe"},{"key":"ref44","article-title":"PackNet: Adding multiple tasks to a single network by iterative pruning","author":"Mallya","year":"2017","journal-title":"arXiv:1711.05769"},{"key":"ref45","first-page":"10734","article-title":"Forget-free continual learning with winning subnetworks","volume-title":"Proc. ICML","author":"Kang"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9412614"},{"key":"ref47","first-page":"1","article-title":"Continual learning with deep generative replay","volume-title":"Proc. NeurIPS","volume":"30","author":"Shin"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-45275-8_45"},{"key":"ref49","first-page":"647","article-title":"Dataset for anomalies detection in 3D printing","volume-title":"Proc. Int. Conf. Comput. Sci.","author":"Sendorek"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0152173"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1312.6114"},{"key":"ref52","first-page":"582","article-title":"Support vector method for novelty detection","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Sch\u00f6lkopf"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/342009.335388"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.17"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM50108.2020.00135"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9412627"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00135"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.108756"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2023.05.032"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA54385.2022.10032405"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/3319535.3363226"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-014-1492-5"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-022-00452-0"},{"key":"ref64","article-title":"Efficient lifelong learning with A-GEM","author":"Chaudhry","year":"2018","journal-title":"arXiv:1812.00420"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1111\/coin.12128"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01144"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2923524"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-022-06268-8"},{"key":"ref69","article-title":"Dont forget, there is more than forgetting: New metrics for continual learning","author":"D\u00edaz-Rodr\u00edguez","year":"2018","journal-title":"arXiv:1810.13166"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/CISDA.2009.5356528"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/MilCIS.2015.7348942"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/j.bdr.2019.04.001"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1049\/cit2.12148"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3073876"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10380310\/10473036.pdf?arnumber=10473036","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T21:40:13Z","timestamp":1711489213000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10473036\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":74,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3377690","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}