{"id":"https://openalex.org/W4386886442","doi":"https://doi.org/10.1007/s10994-023-06402-0","title":"UCoDe: unified community detection with graph convolutional networks","display_name":"UCoDe: unified community detection with graph convolutional networks","publication_year":2023,"publication_date":"2023-09-20","ids":{"openalex":"https://openalex.org/W4386886442","doi":"https://doi.org/10.1007/s10994-023-06402-0"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-023-06402-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-023-06402-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06402-0.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06402-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011609098","display_name":"Atefeh Moradan","orcid":null},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Atefeh Moradan","raw_affiliation_strings":["Department of Computer Science, Aarhus University, Aabogade 34, Aarhus, 8200, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aarhus University, Aabogade 34, Aarhus, 8200, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070866752","display_name":"Andrew Draganov","orcid":"https://orcid.org/0000-0002-1617-4166"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Andrew Draganov","raw_affiliation_strings":["Department of Computer Science, Aarhus University, Aabogade 34, Aarhus, 8200, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aarhus University, Aabogade 34, Aarhus, 8200, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009276458","display_name":"Davide Mottin","orcid":"https://orcid.org/0000-0001-8256-2258"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Davide Mottin","raw_affiliation_strings":["Department of Computer Science, Aarhus University, Aabogade 34, Aarhus, 8200, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-8256-2258","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aarhus University, Aabogade 34, Aarhus, 8200, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104360871","display_name":"Ira Assent","orcid":"https://orcid.org/0000-0002-1091-9948"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Ira Assent","raw_affiliation_strings":["Department of Computer Science, Aarhus University, Aabogade 34, Aarhus, 8200, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aarhus University, Aabogade 34, Aarhus, 8200, Denmark","institution_ids":["https://openalex.org/I204337017"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5011609098"],"corresponding_institution_ids":["https://openalex.org/I204337017"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":2.9703,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.91357298,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"112","issue":"12","first_page":"5057","last_page":"5080"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5950288772583008},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4932979941368103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39401331543922424},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.30430731177330017}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5950288772583008},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4932979941368103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39401331543922424},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.30430731177330017}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10994-023-06402-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-023-06402-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06402-0.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/9ec514ab-3b27-4bfa-b274-17300e8b29ab","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85171587801&partnerID=8YFLogxK","pdf_url":"https://pure.au.dk/ws/files/417355316/s10994-023-06402-0.pdf","source":{"id":"https://openalex.org/S4306400063","display_name":"Scopus (Elsevier)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Moradan, A, Draganov, A, Mottin, D & Assent, I 2023, 'UCoDe : unified community detection with graph convolutional networks', Machine Learning, vol. 112, no. 12, pp. 5057-5080. https://doi.org/10.1007/s10994-023-06402-0","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.atira.dk:openaire/9ec514ab-3b27-4bfa-b274-17300e8b29ab","is_oa":true,"landing_page_url":"https://pure.au.dk/portal/en/publications/9ec514ab-3b27-4bfa-b274-17300e8b29ab","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Moradan, A, Draganov, A, Mottin, D & Assent, I 2023, 'UCoDe : unified community detection with graph convolutional networks', Machine Learning, vol. 112, no. 12, pp. 5057-5080. https://doi.org/10.1007/s10994-023-06402-0","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10994-023-06402-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-023-06402-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06402-0.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309928","display_name":"Aarhus Universitet","ror":"https://ror.org/01aj84f44"},{"id":"https://openalex.org/F4320313796","display_name":"Innovationsfonden","ror":"https://ror.org/00daj4111"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386886442.pdf"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W125376580","https://openalex.org/W1517233429","https://openalex.org/W1888005072","https://openalex.org/W1971421925","https://openalex.org/W2012921801","https://openalex.org/W2022704179","https://openalex.org/W2037096232","https://openalex.org/W2049633694","https://openalex.org/W2050239729","https://openalex.org/W2119571791","https://openalex.org/W2127048411","https://openalex.org/W2128366083","https://openalex.org/W2131681506","https://openalex.org/W2135957668","https://openalex.org/W2139694940","https://openalex.org/W2151936673","https://openalex.org/W2153959628","https://openalex.org/W2154851992","https://openalex.org/W2158908968","https://openalex.org/W2242161203","https://openalex.org/W2387462954","https://openalex.org/W2393319904","https://openalex.org/W2468907370","https://openalex.org/W2509955034","https://openalex.org/W2558748708","https://openalex.org/W2624431344","https://openalex.org/W2759045585","https://openalex.org/W2775772036","https://openalex.org/W2788730644","https://openalex.org/W2808000122","https://openalex.org/W2907492528","https://openalex.org/W2922080080","https://openalex.org/W2944833770","https://openalex.org/W2951659295","https://openalex.org/W2966502719","https://openalex.org/W3004946360","https://openalex.org/W3034065136","https://openalex.org/W3035665545","https://openalex.org/W3093860674","https://openalex.org/W3099768174","https://openalex.org/W3101709902","https://openalex.org/W3102641634","https://openalex.org/W3102647957","https://openalex.org/W3103973800","https://openalex.org/W3104097132","https://openalex.org/W3188916965","https://openalex.org/W4224309673","https://openalex.org/W4226219101","https://openalex.org/W4288102469","https://openalex.org/W4291474301","https://openalex.org/W6677945368","https://openalex.org/W6730084236","https://openalex.org/W6757634740","https://openalex.org/W6761665040","https://openalex.org/W6786899879","https://openalex.org/W6804111013"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Abstract":[0],"Community":[1],"detection":[2,47,103],"finds":[3],"homogeneous":[4],"groups":[5],"of":[6,34,60,82],"nodes":[7],"in":[8,48,98],"a":[9,42,61,70],"graph.":[10],"Existing":[11],"approaches":[12],"either":[13,89],"partition":[14],"the":[15,83,90,95],"graph":[16],"into":[17],"disjoint,":[18],"non-overlapping":[19,37,56,102],",":[20],"communities,":[21],"or":[22,93],"determine":[23],"only":[24],"overlapping":[25,35,54,100],"communities.":[26,38],"To":[27],"date,":[28],"no":[29],"method":[30,44,87],"supports":[31],"both":[32,53,99],"detections":[33],"and":[36,55,101],"We":[39],"propose":[40],"UCoDe,":[41],"unified":[43],"for":[45],"community":[46],"attributed":[49],"graphs":[50],"that":[51,65],"detects":[52],"communities":[57],"by":[58],"means":[59],"novel":[62],"contrastive":[63],"loss":[64],"captures":[66],"node":[67],"similarity":[68],"on":[69,76],"macro-scale.":[71],"Our":[72],"thorough":[73],"experimental":[74],"assessment":[75],"real":[77],"data":[78,84],"shows":[79],"that,":[80],"regardless":[81],"distribution,":[85],"our":[86],"is":[88],"top":[91,96],"performer":[92],"among":[94],"performers":[97],"without":[104],"burdensome":[105],"hyper-parameter":[106],"tuning.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
