{"id":"https://openalex.org/W4328007445","doi":"https://doi.org/10.1109/tfuzz.2023.3259726","title":"FCAN-MOPSO: An Improved Fuzzy-Based Graph Clustering Algorithm for Complex Networks With Multiobjective Particle Swarm Optimization","display_name":"FCAN-MOPSO: An Improved Fuzzy-Based Graph Clustering Algorithm for Complex Networks With Multiobjective Particle Swarm Optimization","publication_year":2023,"publication_date":"2023-03-20","ids":{"openalex":"https://openalex.org/W4328007445","doi":"https://doi.org/10.1109/tfuzz.2023.3259726"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2023.3259726","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2023.3259726","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5008221100","display_name":"Lun Hu","orcid":"https://orcid.org/0000-0002-1591-8549"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210106108","display_name":"Xinjiang Technical Institute of Physics & Chemistry","ror":"https://ror.org/00x44h034","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210106108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lun Hu","raw_affiliation_strings":["Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China"],"raw_orcid":"https://orcid.org/0000-0002-1591-8549","affiliations":[{"raw_affiliation_string":"Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China","institution_ids":["https://openalex.org/I4210106108","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101632324","display_name":"Yue Yang","orcid":"https://orcid.org/0000-0001-7729-595X"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Yang","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan University of Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017177997","display_name":"Zehai Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zehai Tang","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan University of Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023781325","display_name":"Yi-Zhou He","orcid":"https://orcid.org/0000-0003-1455-7136"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizhou He","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Wuhan University of Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-1455-7136","affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088955392","display_name":"Xin Luo","orcid":"https://orcid.org/0000-0002-1348-5305"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Luo","raw_affiliation_strings":["College of Computer and Information Science, Southwest University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-1348-5305","affiliations":[{"raw_affiliation_string":"College of Computer and Information Science, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":15.2324,"has_fulltext":false,"cited_by_count":100,"citation_normalized_percentile":{"value":0.99753186,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"31","issue":"10","first_page":"3470","last_page":"3484"},"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9890999794006348,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9225999712944031,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7549848556518555},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6881230473518372},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5421595573425293},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5152304768562317},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5013103485107422},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.466502845287323},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.46636804938316345},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.4245520234107971},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4157809615135193},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35751277208328247},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3420809507369995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2758086919784546}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7549848556518555},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6881230473518372},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5421595573425293},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5152304768562317},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5013103485107422},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.466502845287323},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.46636804938316345},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.4245520234107971},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4157809615135193},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35751277208328247},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3420809507369995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2758086919784546},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tfuzz.2023.3259726","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2023.3259726","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1630520351","display_name":null,"funder_award_id":"2021D01D05","funder_id":"https://openalex.org/F4320311028","funder_display_name":"Natural Science Foundation of Xinjiang Province"},{"id":"https://openalex.org/G8515641209","display_name":null,"funder_award_id":"62272078","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320311028","display_name":"Natural Science Foundation of Xinjiang Province","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W143174683","https://openalex.org/W939691211","https://openalex.org/W1489127538","https://openalex.org/W1565924926","https://openalex.org/W1875348914","https://openalex.org/W1973346243","https://openalex.org/W1985434370","https://openalex.org/W2012921801","https://openalex.org/W2030724586","https://openalex.org/W2031366857","https://openalex.org/W2033007297","https://openalex.org/W2044400205","https://openalex.org/W2109726592","https://openalex.org/W2121564430","https://openalex.org/W2123808725","https://openalex.org/W2124536061","https://openalex.org/W2131355461","https://openalex.org/W2132914434","https://openalex.org/W2135827982","https://openalex.org/W2137962371","https://openalex.org/W2145113795","https://openalex.org/W2151936673","https://openalex.org/W2153649056","https://openalex.org/W2165171393","https://openalex.org/W2165515835","https://openalex.org/W2275569093","https://openalex.org/W2312464733","https://openalex.org/W2573735949","https://openalex.org/W2598286865","https://openalex.org/W2606294877","https://openalex.org/W2607802139","https://openalex.org/W2782735072","https://openalex.org/W2806781084","https://openalex.org/W2807151223","https://openalex.org/W2911338805","https://openalex.org/W2914998214","https://openalex.org/W2931058934","https://openalex.org/W2950723285","https://openalex.org/W2966515423","https://openalex.org/W2977618190","https://openalex.org/W2996735998","https://openalex.org/W3011052470","https://openalex.org/W3026890678","https://openalex.org/W3034903580","https://openalex.org/W3035010690","https://openalex.org/W3087406311","https://openalex.org/W3101528479","https://openalex.org/W3102647957","https://openalex.org/W3110116780","https://openalex.org/W3111588371","https://openalex.org/W3123160711","https://openalex.org/W3157207028","https://openalex.org/W3194841521","https://openalex.org/W6779032261","https://openalex.org/W6788566637","https://openalex.org/W6794732907","https://openalex.org/W7028615529"],"related_works":["https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W2349895019","https://openalex.org/W2116074880","https://openalex.org/W2950423922","https://openalex.org/W2070977815","https://openalex.org/W2121780490","https://openalex.org/W2137136732","https://openalex.org/W2972744589","https://openalex.org/W2132113279"],"abstract_inverted_index":{"Performing":[0],"an":[1,51,72,119,160],"accurate":[2],"clustering":[3,23,44,54,76,221,238],"analysis":[4,183],"is":[5,50,184,234],"of":[6,15,21,60,115,126,136,139,151,179,191,202],"great":[7],"significance":[8],"for":[9,46],"us":[10],"to":[11,29,128,163,186,198,240],"understand":[12],"the":[13,58,88,111,124,130,134,155,172,188,200],"behavior":[14],"complex":[16,47,207,247],"networks,":[17],"and":[18,38,66,175,212,242],"a":[19,149,165,225,235],"variety":[20],"graph":[22,75,237],"algorithms":[24],"have,":[25],"thus,":[26],"been":[27,196],"proposed":[28],"do":[30,106],"so":[31],"by":[32,117,170],"taking":[33],"into":[34,148],"account":[35],"network":[36],"topology":[37],"node":[39],"attributes.":[40],"Among":[41],"them,":[42],"fuzzy":[43,53,137],"algorithm":[45,55,239],"networks":[48,208],"(FCAN)":[49],"established":[52],"that":[56,85,216],"optimizes":[57],"memberships":[59,138],"nodes":[61],"based":[62],"on":[63,204],"dense":[64],"structures":[65],"content":[67],"relevance.":[68],"This":[69],"article":[70],"proposes":[71],"improved":[73,230],"fuzzy-based":[74],"algorithm,":[77],"namely":[78],"FCAN-multi":[79],"objective":[80],"particle":[81,101],"swarm":[82,102],"optimization":[83,103,113,146,167],"(MOPSO)":[84],"retains":[86],"all":[87],"benefits":[89],"associated":[90],"with":[91,209,219,229],"FCAN":[92,116],"while":[93],"achieving":[94],"significantly":[95],"increased":[96],"convergence":[97,190],"rate":[98],"using":[99],"multiobjective":[100],"(MOPSO).":[104],"To":[105],"so,":[107],"FCAN-MOPSO":[108,127,143,158,203,223,233],"first":[109],"modifies":[110],"original":[112],"model":[114],"adopting":[118],"instance-frequency-weighted":[120],"regularization,":[121],"which":[122],"enhances":[123],"ability":[125],"handle":[129],"imbalance":[131],"observed":[132],"in":[133,246],"distribution":[135],"nodes.":[140],"After":[141],"that,":[142],"decomposes":[144],"its":[145],"problem":[147],"set":[150],"suboptimization":[152],"problems.":[153],"Following":[154],"MOPSO":[156],"framework,":[157],"develops":[159],"effective":[161],"solution":[162],"reach":[164],"consensus":[166],"among":[168],"them":[169],"balancing":[171],"global":[173,189],"exploration":[174],"local":[176],"exploitation":[177],"abilities":[178],"particles.":[180],"A":[181],"theoretical":[182],"provided":[185],"prove":[187],"FCAN-MOPSO.":[192],"Extensive":[193],"experiments":[194],"have":[195],"conducted":[197],"evaluate":[199],"performance":[201,228],"five":[205],"real-world":[206],"different":[210],"scale,":[211],"experimental":[213],"results":[214],"demonstrate":[215],"when":[217],"compared":[218],"state-of-the-art":[220],"algorithms,":[222],"achieves":[224],"better":[226],"accuracy":[227],"convergence.":[231],"Hence,":[232],"promising":[236],"precisely":[241],"efficiently":[243],"discover":[244],"clusters":[245],"networks.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":28},{"year":2024,"cited_by_count":39},{"year":2023,"cited_by_count":25}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
