{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T12:46:29Z","timestamp":1778503589214,"version":"3.51.4"},"reference-count":64,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000143","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CCF-1750428"],"award-info":[{"award-number":["CCF-1750428"]}],"id":[{"id":"10.13039\/100000143","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003329","name":"Spanish Ministerio de Econom\u00eda y Competitividad","doi-asserted-by":"crossref","award":["TEC2013-41604-R"],"award-info":[{"award-number":["TEC2013-41604-R"]}],"id":[{"id":"10.13039\/501100003329","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Klinilycs","award":["TEC2016-75361-R"],"award-info":[{"award-number":["TEC2016-75361-R"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Signal Process. Mag."],"published-print":{"date-parts":[[2019,5]]},"DOI":"10.1109\/msp.2018.2890143","type":"journal-article","created":{"date-parts":[[2019,4,27]],"date-time":"2019-04-27T05:51:11Z","timestamp":1556344271000},"page":"16-43","source":"Crossref","is-referenced-by-count":327,"title":["Connecting the Dots: Identifying Network Structure via Graph Signal Processing"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9847-6298","authenticated-orcid":false,"given":"Gonzalo","family":"Mateos","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8408-9633","authenticated-orcid":false,"given":"Santiago","family":"Segarra","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4642-7718","authenticated-orcid":false,"given":"Antonio G.","family":"Marques","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4230-9906","authenticated-orcid":false,"given":"Alejandro","family":"Ribeiro","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611971323"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2820126"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2507546"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-27752-1"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.936019"},{"key":"ref30","first-page":"778","article-title":"Discovering structure by learning sparse graphs","author":"lake","year":"0","journal-title":"Proc 32nd Annual Conf of the Cognitive Science Society"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2017.8309033"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1214\/009053606000000281"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2634543"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2739099"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2235192"},{"key":"ref62","author":"sporns","year":"2011","journal-title":"Networks of the Brain"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.laa.2014.04.020"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2017.2731164"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2016.7472892"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/asm018"},{"key":"ref27","doi-asserted-by":"crossref","DOI":"10.4135\/9781452226576","author":"kaplan","year":"2009","journal-title":"Structural Equation Modeling Foundations and Extensions"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-88146-1"},{"key":"ref2","first-page":"485","article-title":"Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data","volume":"9","author":"banerjee","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2014.2317284"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098037"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2016.2601695"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2016.7798973"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2864654"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2016.2600859"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952672"},{"key":"ref25","first-page":"920","article-title":"How to learn a graph from smooth signals","author":"kalofolias","year":"2016","journal-title":"Intl Conf Artif Intel Stat (AISTATS) J Mach Learn Res"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2016.7905863"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/SSP.2018.8450838"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2015.02.005"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2698369"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2664039"},{"key":"ref56","article-title":"Identifying the topology of undirected networks from diffused non-stationary graph signals","author":"shafipour","year":"2018"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/DSW.2018.8439888"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2017.8335493"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2017.2731051"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2703660"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781316576533"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2017.2726975"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2017.2742940"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2018.2872157"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/nbt.2635"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1093\/biostatistics\/kxm045"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2804318"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2015.2488279"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/EUSIPCO.2015.7362637"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2307\/1912791"},{"key":"ref19","author":"hall","year":"2017","journal-title":"Inference of high-dimensional autoregressive generalized linear models"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1003068"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2129515"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2799702"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7953410"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.2307\/2528966"},{"key":"ref7","first-page":"507","article-title":"Optimal structure identification with greedy search","volume":"3","author":"chickering","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2014.2321121"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2602809"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/2433396.2433402"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1214\/11-EJS631"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2238935"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952934"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2690388"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2813337"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1214\/09-AOS691"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7953415"}],"container-title":["IEEE Signal Processing Magazine"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/79\/8700657\/8700659-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/79\/8700657\/08700659.pdf?arnumber=8700659","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:41:12Z","timestamp":1657744872000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8700659\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5]]},"references-count":64,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/msp.2018.2890143","relation":{},"ISSN":["1053-5888","1558-0792"],"issn-type":[{"value":"1053-5888","type":"print"},{"value":"1558-0792","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,5]]}}}