{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T00:33:27Z","timestamp":1787013207290,"version":"build-2736575974"},"reference-count":63,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100018870","name":"Poul Due Jensens Fond","doi-asserted-by":"publisher","award":["883901"],"award-info":[{"award-number":["883901"]}],"id":[{"id":"10.13039\/501100018870","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Villum Investigator","award":["S4OS"],"award-info":[{"award-number":["S4OS"]}]},{"name":"SERICS","award":["PE00000014"],"award-info":[{"award-number":["PE00000014"]}]},{"name":"Fsc regional Tuscan Project AISLEA2","award":["J54D23000780005"],"award-info":[{"award-number":["J54D23000780005"]}]},{"name":"Tuscany Health Ecosystem"},{"name":"CUP","award":["B83C22003920001"],"award-info":[{"award-number":["B83C22003920001"]}]},{"name":"SMaRT COnSTRUCT","award":["J53C24001460006"],"award-info":[{"award-number":["J53C24001460006"]}]},{"name":"FAIR","award":["I53C22001380006"],"award-info":[{"award-number":["I53C22001380006"]}]},{"name":"MUR National Recovery and Resilience Plan"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2026,7]]},"DOI":"10.1109\/tkde.2026.3682970","type":"journal-article","created":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T19:38:00Z","timestamp":1776109080000},"page":"4658-4673","source":"Crossref","is-referenced-by-count":1,"title":["Scalable Network Embedding With Approximate Equitable Partitions"],"prefix":"10.1109","volume":"38","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-2382-511X","authenticated-orcid":false,"given":"Giuseppe","family":"Squillace","sequence":"first","affiliation":[{"name":"IMT Lucca, Lucca, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6018-5989","authenticated-orcid":false,"given":"Mirco","family":"Tribastone","sequence":"additional","affiliation":[{"name":"IMT Lucca, Lucca, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6186-8669","authenticated-orcid":false,"given":"Max","family":"Tschaikowski","sequence":"additional","affiliation":[{"name":"Aalborg University, Aalborg, Denmark"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2606-7241","authenticated-orcid":false,"given":"Andrea","family":"Vandin","sequence":"additional","affiliation":[{"name":"Sant’Anna, Pisa, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"issue":"687","key":"ref1","first-page":"159","article-title":"The development of social network analysis","volume":"1","author":"Freeman","year":"2004","journal-title":"Study Sociol. Sci."},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1186\/1756-0381-4-10"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.physrep.2012.02.006"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2021.3131610"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2849727"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3481639"},{"key":"ref7","volume-title":"Social Theory and Social Structure","author":"Merton","year":"1968"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/0378-8733(83)90025-4"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.2307\/270991"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1080\/0022250X.1971.9989788"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020561"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/S0024-3795(97)83595-1"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/0378-8733(95)00286-3"},{"key":"ref14","volume-title":"Spectra of Graphs: Theory and Applications","author":"Cvetkovi\u0107","year":"1980"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1702697114"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.2307\/3215235"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2837614.2837649"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3071178.3071265"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3308897.3308909"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btab081"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-12002-2_4"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1137\/0216062"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741093"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301152"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-021-0482-x"},{"key":"ref28","first-page":"26868","article-title":"Beyond homophily: Reconstructing structure for graph-agnostic clustering","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Pan","year":"2023"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2025.3540063"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3441766"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2026.3680353"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371781"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467136"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2017.128"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/44565"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339723"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487620"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220025"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271788"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2947478"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/11503415_22"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3341161.3342886"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098061"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1310.4546"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3006475"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-46150-8_29"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220068"},{"key":"ref48","first-page":"466","article-title":"Role-oriented graph role oriented-encoder guided by structural information","volume-title":"Proc. 25th Int. Conf. Database Syst. Adv. Appl.","author":"Guo","year":"2020"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5861"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403168"},{"key":"ref51","first-page":"71358","article-title":"An optimization-based approach to node role discovery in networks: Approximating equitable partitions","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Scholkemper","year":"2023"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s41109-025-00726-7"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939751"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM59182.2024.00051"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.jlamp.2023.100876"},{"key":"ref56","article-title":"The Netzschleuder network catalogue and repository","volume":"5281","author":"Peixoto","year":"2020","journal-title":"Zenodo10"},{"key":"ref57","first-page":"1343","article-title":"KONECT\u2013The Koblenz network collection","volume-title":"Proc. Int. Conf. World Wide Web Companion","author":"Kunegis","year":"2013"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.socnet.2009.02.002"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1038\/nphys560"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-23795-5"},{"issue":"11","key":"ref61","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."},{"key":"ref62","first-page":"857","article-title":"Stochastic neighbor embedding","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Hinton","year":"2002"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-03424-5_13"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/69\/11538062\/11479895.pdf?arnumber=11479895","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,29]],"date-time":"2026-06-29T19:41:31Z","timestamp":1782762091000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11479895\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7]]},"references-count":63,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2026.3682970","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"value":"1041-4347","type":"print"},{"value":"1558-2191","type":"electronic"},{"value":"2326-3865","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7]]}}}