{"id":"https://openalex.org/W3158298591","doi":"https://doi.org/10.1109/tnse.2021.3078612","title":"Semidefinite Programming for Community Detection With Side Information","display_name":"Semidefinite Programming for Community Detection With Side Information","publication_year":2021,"publication_date":"2021-04-01","ids":{"openalex":"https://openalex.org/W3158298591","doi":"https://doi.org/10.1109/tnse.2021.3078612","mag":"3158298591"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2021.3078612","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2021.3078612","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2105.02816","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002859357","display_name":"Mohammad Esmaeili","orcid":"https://orcid.org/0000-0002-4181-7143"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Esmaeili","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of Texas at Dallas, Richardson, TX, USA","University of Texas at Dallas"],"raw_orcid":"https://orcid.org/0000-0002-4181-7143","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]},{"raw_affiliation_string":"University of Texas at Dallas","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058359986","display_name":"Hussein Saad","orcid":"https://orcid.org/0000-0002-9706-6721"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hussein Metwaly Saad","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Virginia Tech, Blacksburg, VA, USA","University of Texas at Dallas"],"raw_orcid":"https://orcid.org/0000-0002-9706-6721","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"University of Texas at Dallas","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062861585","display_name":"Aria Nosratinia","orcid":"https://orcid.org/0000-0002-3751-0165"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]},{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aria Nosratinia","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of Texas at Dallas, Richardson, TX, USA","Virginia Tech"],"raw_orcid":"https://orcid.org/0000-0002-3751-0165","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]},{"raw_affiliation_string":"Virginia Tech","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2045,"currency":"USD","value_usd":2045},"apc_paid":null,"fwci":0.118,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.40866248,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":94},"biblio":{"volume":"8","issue":"2","first_page":"1957","last_page":"1973"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9431999921798706,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9431999921798706,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11754","display_name":"SARS-CoV-2 detection and testing","score":0.9121999740600586,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/semidefinite-programming","display_name":"Semidefinite programming","score":0.8628575801849365},{"id":"https://openalex.org/keywords/stochastic-block-model","display_name":"Stochastic block model","score":0.7234970331192017},{"id":"https://openalex.org/keywords/cardinality","display_name":"Cardinality (data modeling)","score":0.5848499536514282},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5390633344650269},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5252977013587952},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5074111819267273},{"id":"https://openalex.org/keywords/relaxation","display_name":"Relaxation (psychology)","score":0.5071678161621094},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4448608160018921},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.42812013626098633},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3718935251235962},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36583054065704346},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3462463617324829},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19359883666038513},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1348729133605957},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.09594398736953735}],"concepts":[{"id":"https://openalex.org/C101901036","wikidata":"https://www.wikidata.org/wiki/Q2269096","display_name":"Semidefinite programming","level":2,"score":0.8628575801849365},{"id":"https://openalex.org/C2779982251","wikidata":"https://www.wikidata.org/wiki/Q25053762","display_name":"Stochastic block model","level":3,"score":0.7234970331192017},{"id":"https://openalex.org/C87117476","wikidata":"https://www.wikidata.org/wiki/Q362383","display_name":"Cardinality (data modeling)","level":2,"score":0.5848499536514282},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5390633344650269},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5252977013587952},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5074111819267273},{"id":"https://openalex.org/C2776029896","wikidata":"https://www.wikidata.org/wiki/Q3935810","display_name":"Relaxation (psychology)","level":2,"score":0.5071678161621094},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4448608160018921},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42812013626098633},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3718935251235962},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36583054065704346},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3462463617324829},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19359883666038513},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1348729133605957},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.09594398736953735},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tnse.2021.3078612","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2021.3078612","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2105.02816","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2105.02816","pdf_url":"https://arxiv.org/pdf/2105.02816","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3158298591","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2105.02816v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2105.02816","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2105.02816","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2105.02816","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2105.02816","pdf_url":"https://arxiv.org/pdf/2105.02816","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G956440588","display_name":"CIF: Small: Community Detection Meets Non-Graph Data: Principles and Applications","funder_award_id":"2008684","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1601503375","https://openalex.org/W1762545898","https://openalex.org/W1803708361","https://openalex.org/W1871641673","https://openalex.org/W1971421925","https://openalex.org/W1974967023","https://openalex.org/W1985123706","https://openalex.org/W1987178221","https://openalex.org/W1995565521","https://openalex.org/W2023348178","https://openalex.org/W2101986122","https://openalex.org/W2102907934","https://openalex.org/W2126351339","https://openalex.org/W2127048411","https://openalex.org/W2206841333","https://openalex.org/W2219655028","https://openalex.org/W2302206641","https://openalex.org/W2508621222","https://openalex.org/W2515495007","https://openalex.org/W2567866584","https://openalex.org/W2783941435","https://openalex.org/W2799906818","https://openalex.org/W2885382590","https://openalex.org/W2885881205","https://openalex.org/W2892254062","https://openalex.org/W2938809110","https://openalex.org/W2962749912","https://openalex.org/W2962778482","https://openalex.org/W2962801026","https://openalex.org/W2963040507","https://openalex.org/W2963103132","https://openalex.org/W2963264680","https://openalex.org/W2963545258","https://openalex.org/W2975862424","https://openalex.org/W2991891372","https://openalex.org/W3031414651","https://openalex.org/W3080673225","https://openalex.org/W3098833389","https://openalex.org/W3106274033","https://openalex.org/W3109090802","https://openalex.org/W3126852106","https://openalex.org/W4233066170","https://openalex.org/W6638079774","https://openalex.org/W6638301903","https://openalex.org/W6686079578","https://openalex.org/W6724984997","https://openalex.org/W6790545075"],"related_works":["https://openalex.org/W2120276394","https://openalex.org/W1978394966","https://openalex.org/W2751083812","https://openalex.org/W2046598752","https://openalex.org/W2118353660","https://openalex.org/W2144371767","https://openalex.org/W3112631245","https://openalex.org/W3163642084","https://openalex.org/W3015959116","https://openalex.org/W2952759329","https://openalex.org/W2904730083","https://openalex.org/W3116284897","https://openalex.org/W1586209290","https://openalex.org/W2107855892","https://openalex.org/W2792492052","https://openalex.org/W3003658977","https://openalex.org/W1582030780","https://openalex.org/W2978283152","https://openalex.org/W2979376188","https://openalex.org/W3091748296"],"abstract_inverted_index":{"This":[0,57],"paper":[1,89,167],"produces":[2],"an":[3,27],"efficient":[4,28,141],"semidefinite":[5],"programming":[6],"(SDP)":[7],"solution":[8,29,64,149],"for":[9,30,41,80,147,177],"community":[10,32,67,151],"detection":[11,33,152],"that":[12,114,161],"incorporates":[13],"non-graph":[14,55,84],"data,":[15],"which":[16,86],"in":[17,87,122,153],"this":[18,88,166],"context":[19],"is":[20,26,59],"known":[21],"as":[22,99,101,128,142,144],"side":[23,92,126,132,157],"information.":[24,133,158],"SDP":[25,63,115,176],"standard":[31,66],"on":[34,172],"graphs.":[35],"We":[36,74,112],"formulate":[37],"a":[38],"semi-definite":[39],"relaxation":[40],"the":[42,62,76,117,123,135,148,154,162,173],"maximum":[43,129],"likelihood":[44,130],"estimation":[45],"of":[46,65,83,125,150,156,165,175,179],"node":[47,106],"labels,":[48,96,98],"subject":[49],"to":[50],"observing":[51],"both":[52],"graph":[53],"and":[54],"data.":[56],"formulation":[58],"distinct":[60],"from":[61],"detection,":[68],"but":[69,109],"maintains":[70],"its":[71],"desirable":[72],"properties.":[73],"calculate":[75],"exact":[77,119],"recovery":[78,120],"threshold":[79,121],"three":[81],"types":[82],"information,":[85],"are":[90,139],"called":[91],"information:":[93],"partially":[94],"revealed":[95],"noisy":[97],"well":[100,143],"multiple":[102],"observations":[103],"(features)":[104],"per":[105],"with":[107,131],"arbitrary":[108],"finite":[110],"cardinality.":[111],"find":[113],"has":[116],"same":[118],"presence":[124,155],"information":[127],"Thus,":[134],"methods":[136],"developed":[137],"herein":[138],"computationally":[140],"asymptotically":[145],"accurate":[146],"Simulations":[159],"show":[160],"asymptotic":[163],"results":[164],"can":[168],"also":[169],"shed":[170],"light":[171],"performance":[174],"graphs":[178],"modest":[180],"size.":[181]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
