{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T03:13:36Z","timestamp":1769051616204,"version":"3.49.0"},"reference-count":91,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"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":[[2019,6]]},"DOI":"10.1109\/icphm.2019.8819394","type":"proceedings-article","created":{"date-parts":[[2019,8,30]],"date-time":"2019-08-30T01:14:40Z","timestamp":1567127680000},"page":"1-10","source":"Crossref","is-referenced-by-count":16,"title":["Online change detection techniques in time series: An overview"],"prefix":"10.1109","author":[{"given":"Bernadin","family":"Namoano","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrew","family":"Starr","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christos","family":"Emmanouilidis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ruiz Carcel","family":"Cristobal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2168230"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2016.2550666"},{"key":"ref71","doi-asserted-by":"crossref","first-page":"2458","DOI":"10.1109\/LGRS.2015.2484220","article-title":"Gabor Feature Based Unsupervised Change Detection of Multitemporal SAR Images Based on Two-Level Clustering","volume":"12","author":"li","year":"2015","journal-title":"IEEE Geosci Remote Sens Lett"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2016.2514610"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/WKDD.2008.49"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2006.09.004"},{"key":"ref74","first-page":"327","article-title":"SAR image change detection using regularized dictionary learning and fuzzy clustering","author":"bi","year":"2014","journal-title":"2014 IEEE 3rd International Conference on Cloud Computing and Intelligence Systems"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2015.09.625"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.916643"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.cirp.2014.03.123"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1214\/12-AOAS548"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.2017.1371079"},{"key":"ref33","article-title":"Open Cloud Computing Interface","year":"2012"},{"key":"ref32","article-title":"What is OpenStack?","year":"2018"},{"key":"ref31","article-title":"Deep Learning | H2O Tutorials","year":"2016"},{"key":"ref30","volume":"54","author":"white","year":"2015","journal-title":"Hadoop The Definitive Guide"},{"key":"ref37","author":"basseville","year":"1993","journal-title":"Detection of Abrupt Changes - Theory and Application"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1049\/cp:19991109"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1080\/00207540600669846"},{"key":"ref34","article-title":"A novel changepoint detection algorithm","author":"downey","year":"2008"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2009.2021780"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1080\/03610926.2019.1565834"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.4236\/jgis.2011.31001"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejrs.2015.07.003"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.5120\/2387-3160"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2010.2102333"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-60566-336-4"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2002.999678"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.15607\/RSS.2010.VI.024"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-44742-1"},{"key":"ref67","article-title":"The 2018 General Medical Services Contract in Scotland","author":"saat","year":"2017","journal-title":"Scottish Gov"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2009.2025059"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2012.03.060"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-015-3994-4"},{"key":"ref1","article-title":"On the Runtime-Efficacy Trade-off of Anomaly Detection Techniques for Real-Time Streaming Data","author":"choudhary","year":"2017"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.aqpro.2015.02.177"},{"key":"ref22","article-title":"Selective review of offline change point detection methods","author":"truong","year":"2018"},{"key":"ref21","first-page":"245","article-title":"Soft Computing Techniques for Change Detection in remotely sensed images?: A Review","volume":"12","author":"khurana","year":"2015","journal-title":"Int J Comput Sci Issues"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.spa.2011.11.005"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-016-0987-z"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICNF.2015.7288606"},{"key":"ref25","first-page":"805","article-title":"On-line Condition Monitoring and Remote Fault Diagnosis for Marine Diesel Engines Using Tribological Information","volume":"33","author":"yan","year":"2013","journal-title":"Chem Eng"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2017.44"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1080\/01431160902893493"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1002\/sim.6419"},{"key":"ref90","article-title":"Sequential change-point detection based on nearest neighbors","author":"chen","year":"2016"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2014.11.052"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-004-0412-5"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2259833"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2014.2349937"},{"key":"ref55","doi-asserted-by":"crossref","first-page":"1339","DOI":"10.1109\/JSTARS.2014.2355832","article-title":"Land Cover Change Detection at Subpixel Resolution With a Hopfield Neural Network","volume":"8","author":"wang","year":"2015","journal-title":"IEEE J Sel Top Appl Earth Obs Remote Sens"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejrs.2015.10.002"},{"key":"ref53","first-page":"429","article-title":"Change detection of remote sensing images with semi-supervised multilayer perceptron","volume":"84","author":"patra","year":"2008","journal-title":"Fund Informaticae"},{"key":"ref52","first-page":"1","article-title":"Semi-Supervised Learning with Deep Generative Models","author":"kingma","year":"2014"},{"key":"ref10","article-title":"Real-time financial surveillance via quickest change-point detection methods","author":"pepelyshev","year":"2015"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0192216"},{"key":"ref40","article-title":"Minimax Robust Quickest Change Detection","author":"unnikrishnan","year":"2009"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1186\/s13636-015-0076-3"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2009.4959921"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/srep10669"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"2113","DOI":"10.1109\/TPAMI.2010.48","article-title":"A Martingale framework for detecting changes in data streams by testing exchangeability","volume":"32","author":"ho","year":"2010","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref82","first-page":"1","article-title":"An Online Adaptive Algorithm for Change Detection in Streaming Sensory Data","author":"fathy","year":"2018","journal-title":"IEEE Syst J"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-47037-5"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1080\/00224065.2006.11918623"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1080\/01431168908903939"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2013.01.012"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1080\/0143116031000139863"},{"key":"ref83","article-title":"Continual Learning in Practice","author":"diethe","year":"2019"},{"key":"ref19","first-page":"294","article-title":"Image Change Detection Algorithms?: A Systematic Survey","volume":"14","author":"radke","year":"2005"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1198\/004017007000000434"},{"key":"ref89","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v29i1.9457","article-title":"Inertial Hidden Markov Models: Modeling Change in Multivariate Time Series","author":"montanez","year":"2015","journal-title":"AAAI"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-6396-2"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/775047.775128"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2006.877107"},{"key":"ref5","first-page":"1","article-title":"Outlier Detection for Temporal Data?: A Survey","volume":"25","author":"gupta","year":"2013","journal-title":"TKDE"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/LPT.2017.2771344"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1002\/qre.4680050410"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2005.851098"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3389\/fphys.2018.00325"},{"key":"ref49","first-page":"249","article-title":"Of human behaviour","volume":"41","year":"1978","journal-title":"Analysis"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150498"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2013.04.003"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICMTMA.2011.797"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/9529870"},{"key":"ref45","doi-asserted-by":"crossref","DOI":"10.17077\/etd.lxs0xa4u","article-title":"Statistical analysis and algorithms for online change detection in real-time psychophysiological data by","author":"cannon","year":"2009"},{"key":"ref48","article-title":"Time series anomaly detection based on shapelet learning","author":"beggel","year":"2018","journal-title":"Comput Stat"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2001.989531"},{"key":"ref42","first-page":"1755","article-title":"EuroGames16?: Evaluating Change Detection in Online Conversation","author":"goutte","year":"2016"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854439"},{"key":"ref44","first-page":"1","article-title":"A Bayesian approach to change point analysis of discrete time series","author":"mohammad-djafari","year":"2004"},{"key":"ref43","article-title":"Bayesian Online Changepoint Detection","author":"adams","year":"2007"}],"event":{"name":"2019 IEEE International Conference on Prognostics and Health Management (ICPHM)","location":"San Francisco, CA, USA","start":{"date-parts":[[2019,6,17]]},"end":{"date-parts":[[2019,6,20]]}},"container-title":["2019 IEEE International Conference on Prognostics and Health Management (ICPHM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8809669\/8819370\/08819394.pdf?arnumber=8819394","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,26]],"date-time":"2022-09-26T23:32:47Z","timestamp":1664235167000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8819394\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6]]},"references-count":91,"URL":"https:\/\/doi.org\/10.1109\/icphm.2019.8819394","relation":{},"subject":[],"published":{"date-parts":[[2019,6]]}}}