{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,5]],"date-time":"2026-03-05T21:41:23Z","timestamp":1772746883614,"version":"3.50.1"},"reference-count":49,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T00:00:00Z","timestamp":1564617600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T00:00:00Z","timestamp":1564617600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-009"},{"start":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T00:00:00Z","timestamp":1564617600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-001"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Comput. Intell. Mag."],"published-print":{"date-parts":[[2019,8]]},"DOI":"10.1109\/mci.2019.2919396","type":"journal-article","created":{"date-parts":[[2019,7,16]],"date-time":"2019-07-16T20:06:43Z","timestamp":1563307603000},"page":"39-50","source":"Crossref","is-referenced-by-count":77,"title":["Embedding Both Finite and Infinite Communities on Graphs [Application Notes]"],"prefix":"10.1109","volume":"14","author":[{"given":"Sandro","family":"Cavallari","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Erik","family":"Cambria","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongyun","family":"Cai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kevin Chen-Chuan","family":"Chang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vincent W.","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.14778\/3067421.3067430"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.14778\/2140436.2140437"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939751"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2319"},{"key":"ref31","first-page":"585","article-title":"Laplacian eigenmaps and spectral techniques for embedding and clustering","author":"belkin","year":"0","journal-title":"Proc NIPS"},{"key":"ref30","article-title":"Inductive representation learning on large graphs","author":"hamilton","year":"0","journal-title":"Proc NIPS"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/2556195.2556219"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2010.259"},{"key":"ref35","first-page":"3798","article-title":"Deep linear coding for fast graph clustering","author":"shao","year":"0","journal-title":"Proc IJCAI"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.14778\/2794367.2794370"},{"key":"ref28","first-page":"2429","article-title":"Matching node embeddings for graph similarity","author":"nikolentzos","year":"0","journal-title":"Proc AAAI"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1214\/06-BA104"},{"key":"ref29","first-page":"2422","article-title":"Unsupervised large graph embedding","author":"nie","year":"0","journal-title":"Proc AAAI"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2806416.2806512"},{"key":"ref1","article-title":"A comprehensive survey of graph embedding: Problems, techniques and applications","volume":"abs 1709 7604","author":"cai","year":"2017","journal-title":"CoRR"},{"key":"ref20","first-page":"5263","article-title":"Prune: Preserving proximity and global ranking for network embedding","author":"lai","year":"0","journal-title":"Proc NIPS"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132925"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-985X.2007.00471.x"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.1602548"},{"key":"ref23","first-page":"663","article-title":"Probabilistic community discovery using hierarchical latent Gaussian mixture model","volume":"7","author":"zhang","year":"0","journal-title":"Proc AAAI"},{"key":"ref26","first-page":"554","article-title":"The infinite Gaussian mixture model","author":"rasmussen","year":"0","journal-title":"Proc NIPS"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186110"},{"key":"ref10","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning (Information Science and Statistics)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1086\/jar.33.4.3629752"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939807"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-010-0210-x"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"ref14","first-page":"2890","article-title":"Community detection via measure space embedding","author":"kozdoba","year":"0","journal-title":"Proc NIPS"},{"key":"ref15","first-page":"203","article-title":"Community preserving network embedding","author":"wang","year":"0","journal-title":"Proc AAAI"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741093"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939753"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098061"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098036"},{"key":"ref4","article-title":"Semi-supervised classification with graph convolutional networks","author":"kipf","year":"0","journal-title":"Proc ICLR"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"ref6","first-page":"1293","article-title":"Learning deep representations for graph clustering","author":"tian","year":"0","journal-title":"Proc AAAI"},{"key":"ref5","first-page":"5125","article-title":"Learning graph representations with embedding propagation","author":"garcia duran","year":"0","journal-title":"Proc NIPS"},{"key":"ref8","first-page":"2942","article-title":"Scalable graph embedding for asymmetric proximity","author":"zhou","year":"0","journal-title":"Proc AAAI"},{"key":"ref7","first-page":"2252","article-title":"Modularity based community detection with deep learning","author":"yang","year":"0","journal-title":"Proc IJCAI"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2911451.2914740"},{"key":"ref46","first-page":"3111","article-title":"Distributed representations of words and phrases and their compositionality","author":"mikolov","year":"0","journal-title":"Proc NIPS"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1214\/16-EJS1115"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623706"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-1219"},{"key":"ref42","first-page":"2787","article-title":"Translating embeddings for modeling multi-relational data","author":"bordes","year":"0","journal-title":"Proc NIPS"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783274"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2012.679240"},{"key":"ref43","first-page":"2287","article-title":"Multi-modal Bayesian embeddings for learning social knowledge graphs","author":"yang","year":"0","journal-title":"Proc IJCAI"}],"container-title":["IEEE Computational Intelligence Magazine"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10207\/8764622\/08764640.pdf?arnumber=8764640","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:47:33Z","timestamp":1657745253000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8764640\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,8]]},"references-count":49,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/mci.2019.2919396","relation":{},"ISSN":["1556-603X","1556-6048"],"issn-type":[{"value":"1556-603X","type":"print"},{"value":"1556-6048","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,8]]}}}