{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,28]],"date-time":"2025-09-28T20:34:29Z","timestamp":1759091669176,"version":"3.28.0"},"reference-count":23,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,6]]},"DOI":"10.1109\/ssp.2018.8450704","type":"proceedings-article","created":{"date-parts":[[2018,9,7]],"date-time":"2018-09-07T16:05:36Z","timestamp":1536336336000},"page":"338-342","source":"Crossref","is-referenced-by-count":2,"title":["A New Approach to Signal Processing of Spatiotemporal Data"],"prefix":"10.1109","author":[{"given":"Joanna","family":"Slawinska","sequence":"first","affiliation":[]},{"given":"Abbas","family":"Ourmazd","sequence":"additional","affiliation":[]},{"given":"Dimitrios","family":"Giannakis","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"doi-asserted-by":"publisher","key":"ref10","DOI":"10.1073\/pnas.1118984109"},{"doi-asserted-by":"publisher","key":"ref11","DOI":"10.1016\/j.acha.2015.03.002"},{"key":"ref12","article-title":"Delay-coordinate maps and the spectra of Koopman operators","author":"das","year":"2017","journal-title":"arXiv 1706 08544"},{"key":"ref13","first-page":"103","article-title":"Spatiotemporal feature extraction with data-driven Koopman operators","volume":"44","author":"giannakis","year":"2015","journal-title":"J Mach Learn Res"},{"key":"ref14","article-title":"Data-driven spectral decomposition and forecasting of ergodic dynamical systems","author":"giannakis","year":"2017","journal-title":"Appl Comput Harmon Anal"},{"doi-asserted-by":"publisher","key":"ref15","DOI":"10.1038\/nature17627"},{"doi-asserted-by":"publisher","key":"ref16","DOI":"10.1073\/pnas.1419276111"},{"doi-asserted-by":"publisher","key":"ref17","DOI":"10.1103\/PhysRevA.95.043419"},{"doi-asserted-by":"publisher","key":"ref18","DOI":"10.1175\/2011JCLI4083.1"},{"doi-asserted-by":"publisher","key":"ref19","DOI":"10.1002\/qj.776"},{"doi-asserted-by":"publisher","key":"ref4","DOI":"10.1017\/S0022112009992059"},{"key":"ref3","article-title":"Dynamic mode decomposition of numerical and experimental data","author":"schmid","year":"2008","journal-title":"Bull Amer Phys Soc 61st APS meeting"},{"doi-asserted-by":"publisher","key":"ref6","DOI":"10.1162\/0899766052530802"},{"doi-asserted-by":"publisher","key":"ref5","DOI":"10.1137\/0914030"},{"key":"ref8","article-title":"Spatiotemporal pattern extraction by spectral analysis of vector-valued observables","author":"giannakis","year":"2017","journal-title":"arXiv 1711 02798"},{"doi-asserted-by":"publisher","key":"ref7","DOI":"10.1007\/BF01053745"},{"doi-asserted-by":"publisher","key":"ref2","DOI":"10.1016\/j.acha.2006.04.006"},{"doi-asserted-by":"publisher","key":"ref1","DOI":"10.1007\/BF01048312"},{"key":"ref9","article-title":"Vector-valued spectral analysis of space-time data","author":"giannakis","year":"2017","journal-title":"Proceedings of the Time Series Workshop Neural Information Processing Systems Conference"},{"doi-asserted-by":"publisher","key":"ref20","DOI":"10.1038\/ngeo1826"},{"doi-asserted-by":"publisher","key":"ref22","DOI":"10.1175\/JCLI-D-16-0176.1"},{"doi-asserted-by":"publisher","key":"ref21","DOI":"10.1029\/2010GL044007"},{"doi-asserted-by":"publisher","key":"ref23","DOI":"10.1175\/JCLI-D-17-0031.1"}],"event":{"name":"2018 IEEE Statistical Signal Processing Workshop (SSP)","start":{"date-parts":[[2018,6,10]]},"location":"Freiburg im Breisgau, Germany","end":{"date-parts":[[2018,6,13]]}},"container-title":["2018 IEEE Statistical Signal Processing Workshop (SSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8411683\/8450682\/08450704.pdf?arnumber=8450704","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T01:07:12Z","timestamp":1598231232000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8450704\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/ssp.2018.8450704","relation":{},"subject":[],"published":{"date-parts":[[2018,6]]}}}