{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,9]],"date-time":"2026-01-09T02:31:01Z","timestamp":1767925861543,"version":"3.49.0"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Lockheed Martin Corporation"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Aerosp. Electron. Syst."],"published-print":{"date-parts":[[2024,10]]},"DOI":"10.1109\/taes.2024.3400943","type":"journal-article","created":{"date-parts":[[2024,5,14]],"date-time":"2024-05-14T17:39:56Z","timestamp":1715708396000},"page":"5842-5855","source":"Crossref","is-referenced-by-count":6,"title":["Multichannel Anomaly Detection for Spacecraft Time Series Using MAP Estimation"],"prefix":"10.1109","volume":"60","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5069-1493","authenticated-orcid":false,"given":"Tianyu","family":"Li","sequence":"first","affiliation":[{"name":"Purdue University, West Lafayette, IN, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4386-0065","authenticated-orcid":false,"given":"Sriram","family":"Baireddy","sequence":"additional","affiliation":[{"name":"Purdue University, West Lafayette, IN, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8935-1365","authenticated-orcid":false,"given":"Mary","family":"Comer","sequence":"additional","affiliation":[{"name":"Purdue University, West Lafayette, IN, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2909-7323","authenticated-orcid":false,"given":"Edward","family":"Delp","sequence":"additional","affiliation":[{"name":"Purdue University, West Lafayette, IN, USA"}]},{"given":"Sundip R.","family":"Desai","sequence":"additional","affiliation":[{"name":"Advanced Technology Center, Lockheed Martin Corporation, Palo Alto, CA, USA"}]},{"given":"Richard H.","family":"Foster","sequence":"additional","affiliation":[{"name":"Advanced Technology Center, Lockheed Martin Corporation, Palo Alto, CA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4188-8953","authenticated-orcid":false,"given":"Moses W.","family":"Chan","sequence":"additional","affiliation":[{"name":"Advanced Technology Center, Lockheed Martin Corporation, Palo Alto, CA, USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-019-09760-1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MILCOM47813.2019.9021055"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/1541880.1541882"},{"key":"ref4","volume-title":"An Introductory Study on Time series Modeling and Forecasting","author":"Adhikari","year":"2013"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2009.932254"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3923\/jas.2010.950.958"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.2166\/hydro.2010.144"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref9","volume-title":"Deep Learning, Ser. Adaptive Computation and Machine Learning Series","author":"Goodfellow","year":"2016"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219845"},{"key":"ref11","first-page":"89","article-title":"Long short term memory networks for anomaly detection in time series","volume-title":"Proc. Eur. Symp. Artif. Neural Netw.","author":"Malhotra","year":"2015"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2021.103498"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW53098.2021.00223"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.04.070"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/AERO53065.2022.9843380"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1810.04805"},{"key":"ref18","article-title":"Deep transformer models for time series forecasting: The influenza prevalence case","author":"Wu","year":"2020"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i12.17325"},{"key":"ref20","article-title":"Anomaly transformer: Time series anomaly detection with association discrepancy","author":"Xu","year":"2022","journal-title":"Proc. Int. Conf. Learn. Representations"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3100509"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-31193-8"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM50108.2020.00093"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16523"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2022.08.011"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9378139"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2765202"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330672"},{"issue":"1","key":"ref29","first-page":"1","article-title":"Variational autoencoder based anomaly detection using reconstruction probability","volume":"2","author":"An","year":"2015","journal-title":"Special Lecture IE"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053558"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-022-03829-1"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1201\/9781315140919"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-9445(1996)122:5(539)"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098144"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467401"},{"issue":"4","key":"ref36","first-page":"359","article-title":"Simulation and likehood inference for spatial point processes","volume":"21","author":"Geyer","year":"1994","journal-title":"Scand. J. Statist."},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1002\/9780470725160"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1142\/p060"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2002.1028354"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2014.7026231"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.2307\/2337340"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymeth.2016.09.009"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s10851-008-0117-y"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2010.5652291"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CySWater.2016.7469060"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3055366.3055375"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/AERO53065.2022.9843771"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/631"}],"container-title":["IEEE Transactions on Aerospace and Electronic Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7\/10713469\/10530457.pdf?arnumber=10530457","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,11]],"date-time":"2024-10-11T04:19:52Z","timestamp":1728620392000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10530457\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10]]},"references-count":48,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/taes.2024.3400943","relation":{},"ISSN":["0018-9251","1557-9603","2371-9877"],"issn-type":[{"value":"0018-9251","type":"print"},{"value":"1557-9603","type":"electronic"},{"value":"2371-9877","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10]]}}}