{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,23]],"date-time":"2026-06-23T06:44:39Z","timestamp":1782197079335,"version":"3.54.5"},"reference-count":53,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"SIEMENS Energy AG through the Context of Project DARTS"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3640386","type":"journal-article","created":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T18:38:20Z","timestamp":1764873500000},"page":"213556-213577","source":"Crossref","is-referenced-by-count":2,"title":["Accelerating Singular Spectrum Transformation for Scalable Change Point Detection"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6877-6935","authenticated-orcid":false,"given":"Lucas","family":"Weber","sequence":"first","affiliation":[{"name":"Department of Computer Science, Friedrich-Alexander Universit&#x00E4;t Erlangen&#x2013;N&#x00FC;rnberg, Erlangen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1551-4824","authenticated-orcid":false,"given":"Richard","family":"Lenz","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Friedrich-Alexander Universit&#x00E4;t Erlangen&#x2013;N&#x00FC;rnberg, Erlangen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-016-0987-z"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972757.63"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972771.54"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1515\/itit-2023-0051"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3476268"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1081\/SAC-120017494"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2013.01.012"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2017.21"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2021.3087031"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2020.2990597"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-023-00923-x"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2023.3343550"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2021.3124725"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02568-6_13"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/SII.2011.6147575"},{"key":"ref16","first-page":"23218","article-title":"Change point detection via multivariate singular spectrum analysis","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Alanqary"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.4310\/SII.2010.v3.n3.a9"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1080\/00949655.2018.1462810"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2736512"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2921579"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.23919\/ACC53348.2022.9867836"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1137\/090771806"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.2307\/2314845"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/1464182.1464209"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3004053"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1137\/17M1117732"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1137\/04060593X"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/BF02288367"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1093\/qmath\/11.1.50"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.4310\/22-SII735"},{"key":"ref31","volume-title":"Matrix Perturbation Theory","author":"Stewart","year":"1990"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/BF01932678"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2019.1911747"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-020-2649-2"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/2833157.2833162"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2014.2323359"},{"key":"ref37","volume-title":"Irlbpy","author":"Lewis","year":"2018"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1002\/wics.1487"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.laa.2008.01.012"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/51.932724"},{"key":"ref41","volume-title":"Mit-Bih Arrhythmia Database","author":"Roman","year":"2025"},{"key":"ref42","first-page":"1396","article-title":"Randomized block Krylov methods for stronger and faster approximate singular value decomposition","volume-title":"Proc. 28th Int. Conf. Neural Inf. Process. Syst.","volume":"28","author":"Musco"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2853137"},{"key":"ref44","article-title":"Bayesian online changepoint detection","author":"Adams","year":"2007","journal-title":"arXiv:0710.3742"},{"key":"ref45","first-page":"927","article-title":"Gaussian process change point models","volume-title":"Proc. 27th Int. Conf. Mach. Learn. (ICML-10)","author":"Saat\u00e7i"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2019.107299"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-015-9254-z"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.laa.2016.10.024"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ITW.2016.7606846"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2018.2855727"},{"key":"ref51","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1016\/j.laa.2017.11.014","article-title":"Random perturbation of low rank matrices: Improving classical bounds","volume":"540","author":"O\u2019Rourke","year":"2018","journal-title":"Linear Algebra Appl."},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1137\/18M1179432"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1137\/16M1096426"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11278163.pdf?arnumber=11278163","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,24]],"date-time":"2025-12-24T18:47:11Z","timestamp":1766602031000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11278163\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":53,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3640386","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}