{"id":"https://openalex.org/W4310055979","doi":"https://doi.org/10.1093/comnet/cnac048","title":"A variance-aware multiobjective Louvain-like method for community detection in multiplex networks","display_name":"A variance-aware multiobjective Louvain-like method for community detection in multiplex networks","publication_year":2022,"publication_date":"2022-10-27","ids":{"openalex":"https://openalex.org/W4310055979","doi":"https://doi.org/10.1093/comnet/cnac048"},"language":"en","primary_location":{"id":"doi:10.1093/comnet/cnac048","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comnet/cnac048","pdf_url":null,"source":{"id":"https://openalex.org/S2531583244","display_name":"Journal of Complex Networks","issn_l":"2051-1310","issn":["2051-1310","2051-1329"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Complex Networks","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/A5001713985","display_name":"Sara Venturini","orcid":"https://orcid.org/0000-0002-2653-8533"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Sara Venturini","raw_affiliation_strings":["Department of Mathematics \u201cTullio Levi-Civita\u201d, University of Padova , Via Trieste, 63, 35121 Padova, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2653-8533","affiliations":[{"raw_affiliation_string":"Department of Mathematics \u201cTullio Levi-Civita\u201d, University of Padova , Via Trieste, 63, 35121 Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005501332","display_name":"Andrea Cristofari","orcid":"https://orcid.org/0000-0002-9126-3994"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Cristofari","raw_affiliation_strings":["Department of Civil Engineering and Computer Science Engineering, University of Rome \u201cTor Vergata\u201d , Via del Politecnico, 1, 00133 Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering and Computer Science Engineering, University of Rome \u201cTor Vergata\u201d , Via del Politecnico, 1, 00133 Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040000503","display_name":"Francesco Rinaldi","orcid":"https://orcid.org/0000-0001-8978-6027"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Rinaldi","raw_affiliation_strings":["Department of Mathematics Tullio Levi-Civita, University of Padova , Via Trieste, 63, 35121 Padova, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics Tullio Levi-Civita, University of Padova , Via Trieste, 63, 35121 Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043752696","display_name":"Francesco Tudisco","orcid":"https://orcid.org/0000-0002-8150-4475"},"institutions":[{"id":"https://openalex.org/I4210150763","display_name":"Gran Sasso Science Institute","ror":"https://ror.org/043qcb444","country_code":"IT","type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210150763"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Tudisco","raw_affiliation_strings":["School of Mathematics, Gran Sasso Science Institute, Viale Francesco Crispi , 7, 67100 L\u2019Aquila, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics, Gran Sasso Science Institute, Viale Francesco Crispi , 7, 67100 L\u2019Aquila, Italy","institution_ids":["https://openalex.org/I4210150763"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001713985"],"corresponding_institution_ids":["https://openalex.org/I138689650"],"apc_list":{"value":4151,"currency":"USD","value_usd":4151},"apc_paid":null,"fwci":1.2507,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.79474227,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.980400025844574,"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/computer-science","display_name":"Computer science","score":0.7880510091781616},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.717548131942749},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7138463258743286},{"id":"https://openalex.org/keywords/modularity","display_name":"Modularity (biology)","score":0.677588164806366},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5897193551063538},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5278491973876953},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.47828516364097595},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.47400152683258057},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.4284832775592804},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4190414249897003},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3790382742881775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3686862289905548},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3253518342971802},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2567285895347595},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1650729775428772},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0672270655632019}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7880510091781616},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.717548131942749},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7138463258743286},{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.677588164806366},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5897193551063538},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5278491973876953},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.47828516364097595},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.47400152683258057},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.4284832775592804},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4190414249897003},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3790382742881775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3686862289905548},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3253518342971802},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2567285895347595},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1650729775428772},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0672270655632019},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1093/comnet/cnac048","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comnet/cnac048","pdf_url":null,"source":{"id":"https://openalex.org/S2531583244","display_name":"Journal of Complex Networks","issn_l":"2051-1310","issn":["2051-1310","2051-1329"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Complex Networks","raw_type":"journal-article"},{"id":"pmh:oai:art.torvergata.it:2108/323944","is_oa":false,"landing_page_url":"https://hdl.handle.net/2108/323944","pdf_url":null,"source":{"id":"https://openalex.org/S4306400993","display_name":"Cineca Institutional Research Information System (Tor Vergata University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I116067653","host_organization_name":"University of Rome Tor Vergata","host_organization_lineage":["https://openalex.org/I116067653"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:www.research.unipd.it:11577/3499708","is_oa":false,"landing_page_url":"https://academic.oup.com/comnet/article/10/6/cnac048/6847320?login=true","pdf_url":null,"source":{"id":"https://openalex.org/S4377196283","display_name":"Research Padua  Archive (University of Padua)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"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":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W39714684","https://openalex.org/W201974436","https://openalex.org/W1538422756","https://openalex.org/W1550614472","https://openalex.org/W1582466534","https://openalex.org/W2014219430","https://openalex.org/W2023655578","https://openalex.org/W2048679005","https://openalex.org/W2059861509","https://openalex.org/W2074617510","https://openalex.org/W2080161383","https://openalex.org/W2095646393","https://openalex.org/W2095711515","https://openalex.org/W2106277773","https://openalex.org/W2106650313","https://openalex.org/W2108502868","https://openalex.org/W2113573459","https://openalex.org/W2114051435","https://openalex.org/W2120904649","https://openalex.org/W2127048411","https://openalex.org/W2131681506","https://openalex.org/W2136294701","https://openalex.org/W2147475342","https://openalex.org/W2151936673","https://openalex.org/W2162630660","https://openalex.org/W2164998314","https://openalex.org/W2252566672","https://openalex.org/W2405459681","https://openalex.org/W2532054976","https://openalex.org/W2583143836","https://openalex.org/W2604272474","https://openalex.org/W2618648829","https://openalex.org/W2733274672","https://openalex.org/W2735021528","https://openalex.org/W2741520900","https://openalex.org/W2756626360","https://openalex.org/W2782612985","https://openalex.org/W2788811707","https://openalex.org/W2809506935","https://openalex.org/W2893652381","https://openalex.org/W2896169497","https://openalex.org/W2963104673","https://openalex.org/W2964211259","https://openalex.org/W2990138404","https://openalex.org/W3006912604","https://openalex.org/W3037826211","https://openalex.org/W3099768174","https://openalex.org/W3102641634","https://openalex.org/W3104490701","https://openalex.org/W3106488715","https://openalex.org/W3160019056","https://openalex.org/W4211217667","https://openalex.org/W4235019172","https://openalex.org/W4299828299","https://openalex.org/W6601629988","https://openalex.org/W6675134712","https://openalex.org/W6682991666","https://openalex.org/W6728482586","https://openalex.org/W6741149316","https://openalex.org/W6741792334","https://openalex.org/W6748516964","https://openalex.org/W6767290254"],"related_works":["https://openalex.org/W2349859869","https://openalex.org/W2362940594","https://openalex.org/W2153048426","https://openalex.org/W2079295974","https://openalex.org/W2891776881","https://openalex.org/W4245135119","https://openalex.org/W1681823257","https://openalex.org/W3114311606","https://openalex.org/W2570739995","https://openalex.org/W2244559970"],"abstract_inverted_index":{"Abstract":[0],"In":[1,29],"this":[2,48],"article,":[3],"we":[4,31,50],"focus":[5],"on":[6,98,116,123],"the":[7,21,45,57,64,69,73,78,104,113,129,132,135,140,147,153],"community":[8,149],"detection":[9],"problem":[10],"in":[11,82,139,152],"multiplex":[12],"networks,":[13,127],"that":[14,37,55],"is,":[15],"networks":[16],"with":[17],"multiple":[18],"layers":[19,74,145,158],"having":[20],"same":[22,148],"node":[23],"sets":[24],"and":[25,66,75,125,131,151],"no":[26],"inter-layer":[27],"connections.":[28],"particular,":[30],"look":[32],"for":[33],"groups":[34],"of":[35,68,84,101,103,134],"nodes":[36],"can":[38],"be":[39],"recognized":[40],"as":[41],"communities":[42],"consistently":[43],"across":[44,72],"layers.":[46],"To":[47],"end,":[49],"propose":[51],"a":[52,85],"new":[53],"approach":[54,109],"generalizes":[56],"Louvain":[58],"method":[59],"by":[60],"(a)":[61],"simultaneously":[62],"updating":[63],"average":[65],"variance":[67],"modularity":[70,93],"scores":[71],"(b)":[76],"reformulating":[77],"greedy":[79],"search":[80],"procedure":[81],"terms":[83],"filter-based":[86],"multiobjective":[87,108],"optimization":[88],"scheme.":[89],"Unlike":[90],"many":[91],"previous":[92],"maximization":[94],"strategies,":[95],"which":[96],"rely":[97],"some":[99,157],"form":[100],"aggregation":[102],"various":[105],"layers,":[106],"our":[107],"aims":[110],"at":[111],"maximizing":[112],"individual":[114],"modularities":[115],"each":[117],"layer":[118],"simultaneously.":[119],"We":[120],"report":[121],"experiments":[122],"synthetic":[124],"real-world":[126],"showing":[128],"effectiveness":[130],"robustness":[133],"proposed":[136],"strategies":[137],"both":[138],"informative":[141],"case,":[142,155],"where":[143,156],"all":[144],"show":[146],"structure,":[150],"noisy":[154],"represent":[159],"only":[160],"noise.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2022-11-30T00:00:00"}