{"id":"https://openalex.org/W2747781258","doi":"https://doi.org/10.1109/tcyb.2017.2720180","title":"A Multiobjective Evolutionary Algorithm Based on Structural and Attribute Similarities for Community Detection in Attributed Networks","display_name":"A Multiobjective Evolutionary Algorithm Based on Structural and Attribute Similarities for Community Detection in Attributed Networks","publication_year":2017,"publication_date":"2017-08-17","ids":{"openalex":"https://openalex.org/W2747781258","doi":"https://doi.org/10.1109/tcyb.2017.2720180","mag":"2747781258","pmid":"https://pubmed.ncbi.nlm.nih.gov/28816684"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2017.2720180","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2017.2720180","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040993861","display_name":"Zhangtao Li","orcid":"https://orcid.org/0000-0002-0425-1021"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangtao Li","raw_affiliation_strings":["Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi\u2019an, China","Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-0425-1021","affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100375038","display_name":"Jing Liu","orcid":"https://orcid.org/0000-0002-6834-5350"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Liu","raw_affiliation_strings":["Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi\u2019an, China","Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-6834-5350","affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037706636","display_name":"Kai Wu","orcid":"https://orcid.org/0000-0002-1852-6364"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Wu","raw_affiliation_strings":["Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi\u2019an, China","Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":6.8631,"has_fulltext":false,"cited_by_count":127,"citation_normalized_percentile":{"value":0.97609389,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"48","issue":"7","first_page":"1963","last_page":"1976"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9520000219345093,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9057000279426575,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6203781366348267},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5746309161186218},{"id":"https://openalex.org/keywords/vertex","display_name":"Vertex (graph theory)","score":0.5218992829322815},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4958897531032562},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.48143643140792847},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.45002490282058716},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4139823615550995},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39512550830841064},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3304591774940491},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30469489097595215},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28573596477508545}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6203781366348267},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5746309161186218},{"id":"https://openalex.org/C80899671","wikidata":"https://www.wikidata.org/wiki/Q1304193","display_name":"Vertex (graph theory)","level":3,"score":0.5218992829322815},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4958897531032562},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.48143643140792847},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.45002490282058716},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4139823615550995},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39512550830841064},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3304591774940491},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30469489097595215},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28573596477508545},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2017.2720180","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2017.2720180","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:28816684","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28816684","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G6510554335","display_name":null,"funder_award_id":"2017JZ017","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W173421291","https://openalex.org/W1497990247","https://openalex.org/W1506010655","https://openalex.org/W1566772816","https://openalex.org/W1579299142","https://openalex.org/W1668065109","https://openalex.org/W1905847227","https://openalex.org/W1962181839","https://openalex.org/W1963502056","https://openalex.org/W1966286510","https://openalex.org/W1971421925","https://openalex.org/W1978567114","https://openalex.org/W1981959792","https://openalex.org/W1989524890","https://openalex.org/W1996916311","https://openalex.org/W2012921801","https://openalex.org/W2014875556","https://openalex.org/W2020320008","https://openalex.org/W2020504153","https://openalex.org/W2044400205","https://openalex.org/W2047940964","https://openalex.org/W2070370209","https://openalex.org/W2076028064","https://openalex.org/W2089458547","https://openalex.org/W2094013877","https://openalex.org/W2095293504","https://openalex.org/W2097216034","https://openalex.org/W2097464974","https://openalex.org/W2100348674","https://openalex.org/W2105456967","https://openalex.org/W2106545428","https://openalex.org/W2109865546","https://openalex.org/W2111315907","https://openalex.org/W2112090702","https://openalex.org/W2116661285","https://openalex.org/W2125315567","https://openalex.org/W2125580539","https://openalex.org/W2126105956","https://openalex.org/W2127048411","https://openalex.org/W2131681506","https://openalex.org/W2132914434","https://openalex.org/W2133576408","https://openalex.org/W2134089414","https://openalex.org/W2135827982","https://openalex.org/W2135864487","https://openalex.org/W2137962371","https://openalex.org/W2143381319","https://openalex.org/W2152284345","https://openalex.org/W2155019998","https://openalex.org/W2155461593","https://openalex.org/W2165515835","https://openalex.org/W2166914830","https://openalex.org/W2169647400","https://openalex.org/W2171552940","https://openalex.org/W2228765530","https://openalex.org/W2290188864","https://openalex.org/W2312464733","https://openalex.org/W2320144048","https://openalex.org/W2411855254","https://openalex.org/W2522228482","https://openalex.org/W2994964425","https://openalex.org/W2996402732","https://openalex.org/W3099768174","https://openalex.org/W3102641634","https://openalex.org/W3102647957","https://openalex.org/W3124682511","https://openalex.org/W4285719527","https://openalex.org/W6630399524","https://openalex.org/W6636862596","https://openalex.org/W6674832525","https://openalex.org/W6679849079","https://openalex.org/W6715220567","https://openalex.org/W6771627385","https://openalex.org/W6771673361"],"related_works":["https://openalex.org/W2804364458","https://openalex.org/W4298130764","https://openalex.org/W2132641928","https://openalex.org/W2090259340","https://openalex.org/W4310225030","https://openalex.org/W2083665254","https://openalex.org/W2393816671","https://openalex.org/W1534720161","https://openalex.org/W2804957450","https://openalex.org/W2942177010"],"abstract_inverted_index":{"Most":[0],"of":[1,160,188,196,212],"the":[2,89,113,130,152,155,186,194,199,229],"existing":[3,203],"community":[4],"detection":[5],"algorithms":[6],"are":[7,29,46,182,233],"based":[8,77],"on":[9,78,164],"vertex":[10,18,67],"connectivity.":[11],"While":[12],"in":[13,32,52,94,214],"many":[14],"real":[15,166],"networks,":[16],"each":[17,215],"usually":[19],"has":[20],"one":[21],"or":[22],"more":[23,219],"attributes":[24,44],"describing":[25],"its":[26],"properties":[27,68],"which":[28],"often":[30],"homogeneous":[31],"a":[33,73,99,122],"cluster.":[34],"Such":[35],"networks":[36],"can":[37,208],"be":[38],"modeled":[39],"as":[40,103],"attributed":[41,90,168],"graphs,":[42],"whose":[43],"sometimes":[45],"equally":[47],"important":[48,56],"to":[49,59,87,128,150,184,228,235,239],"topological":[50,64],"structure":[51,65],"graph":[53,91,216],"clustering.":[54],"One":[55],"challenge":[57],"is":[58,84,106,112,119,126,148,162],"detect":[60],"communities":[61,189,221],"considering":[62],"both":[63],"and":[66,80,108,121,139,170,179,198,213,217],"simultaneously.":[69],"To":[70],"this":[71,95],"propose,":[72],"multiobjective":[74],"evolutionary":[75],"algorithm":[76],"structural":[79,138],"attribute":[81,104,140],"similarities":[82],"(MOEA-SA)":[83],"first":[85],"proposed":[86,107],"solve":[88],"clustering":[92],"problems":[93],"paper.":[96],"In":[97],"MOEA-SA,":[98],"new":[100],"objective":[101,110],"named":[102],"similarity":[105],"another":[109],"employed":[111],"modularity":[114],".":[115],"A":[116],"hybrid":[117],"representation":[118],"used":[120,183],"neighborhood":[123],"correction":[124],"strategy":[125],"designed":[127,149],"repair":[129],"wrongly":[131],"assigned":[132],"genes":[133],"through":[134],"making":[135],"balance":[136],"between":[137],"information.":[141],"Moreover,":[142],"an":[143],"effective":[144],"multi-individual-based":[145],"mutation":[146],"operator":[147],"guide":[151,236],"evolution":[153],"toward":[154],"good":[156],"direction.":[157],"The":[158],"performance":[159],"MOEA-SA":[161,197,207],"validated":[163],"several":[165,171],"Facebook":[167],"graphs":[169],"ego-networks":[172],"with":[173,202,222],"multiattribute.":[174],"Two":[175],"measurements,":[176],"namely":[177],"density":[178],"entropy":[180],",":[181],"evaluate":[185],"quality":[187],"obtained.":[190],"Experimental":[191],"results":[192],"demonstrate":[193],"effectiveness":[195],"systematic":[200],"comparisons":[201],"methods":[204],"show":[205],"that":[206],"get":[209],"better":[210],"values":[211],"find":[218],"relevant":[220],"practical":[223],"meanings.":[224],"Knee":[225],"points":[226],"corresponding":[227],"best":[230],"compromise":[231],"solutions":[232],"calculated":[234],"decision":[237],"makers":[238],"make":[240],"convenient":[241],"choices.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
