{"id":"https://openalex.org/W1969031569","doi":"https://doi.org/10.1109/cec.2013.6557580","title":"Identifying overlapping communities in complex networks with multimodal optimization","display_name":"Identifying overlapping communities in complex networks with multimodal optimization","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W1969031569","doi":"https://doi.org/10.1109/cec.2013.6557580","mag":"1969031569"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2013.6557580","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557580","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5010769668","display_name":"Fabr\u00edcio Olivetti de Fran\u00e7a","orcid":"https://orcid.org/0000-0002-2741-8736"},"institutions":[{"id":"https://openalex.org/I71715416","display_name":"Universidade Federal do ABC","ror":"https://ror.org/028kg9j04","country_code":"BR","type":"education","lineage":["https://openalex.org/I71715416"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fabricio Olivetti de Franca","raw_affiliation_strings":["Center of Mathematics, Computing and Cognition, Federal University of ABC, Santo Andre, Sao Paulo, Brazil","Center of Math., Comput. & Cognition (CMCC), Fed. Univ. of ABC (UFABC), Santo Andre, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Mathematics, Computing and Cognition, Federal University of ABC, Santo Andre, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I71715416"]},{"raw_affiliation_string":"Center of Math., Comput. & Cognition (CMCC), Fed. Univ. of ABC (UFABC), Santo Andre, Brazil","institution_ids":["https://openalex.org/I71715416"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008918749","display_name":"Guilherme Palermo Coelho","orcid":"https://orcid.org/0000-0002-4641-0684"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Guilherme Palermo Coelho","raw_affiliation_strings":["Laboratory of Natural Computing, School of Technology, University of Campinas, Limeira, Sao Paulo, Brazil","Lab. of Natural Comput. (LCoN-FT), Univ. of Campinas (Unicamp), Limeira, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Natural Computing, School of Technology, University of Campinas, Limeira, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I181391015"]},{"raw_affiliation_string":"Lab. of Natural Comput. (LCoN-FT), Univ. of Campinas (Unicamp), Limeira, Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2007","issue":null,"first_page":"269","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9968000054359436,"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/T10482","display_name":"Mathematical and Theoretical Epidemiology and Ecology Models","score":0.9388999938964844,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/disjoint-sets","display_name":"Disjoint sets","score":0.7679040431976318},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7603162527084351},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.6544501781463623},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.6223118305206299},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5868306159973145},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5281999707221985},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5233994126319885},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.47669336199760437},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4394264221191406},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.43137669563293457},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.4257556200027466},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3439037799835205},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32948970794677734},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11435514688491821},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10118156671524048},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09095650911331177}],"concepts":[{"id":"https://openalex.org/C45340560","wikidata":"https://www.wikidata.org/wiki/Q215382","display_name":"Disjoint sets","level":2,"score":0.7679040431976318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7603162527084351},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.6544501781463623},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.6223118305206299},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5868306159973145},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5281999707221985},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5233994126319885},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.47669336199760437},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4394264221191406},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.43137669563293457},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.4257556200027466},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3439037799835205},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32948970794677734},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11435514688491821},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10118156671524048},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09095650911331177},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2013.6557580","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2013.6557580","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320323854","display_name":"Universidade Estadual de Campinas","ror":"https://ror.org/04wffgt70"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W125376580","https://openalex.org/W1523741643","https://openalex.org/W1566766802","https://openalex.org/W1967140769","https://openalex.org/W1971421925","https://openalex.org/W1977713568","https://openalex.org/W1984393215","https://openalex.org/W1997043503","https://openalex.org/W2023754051","https://openalex.org/W2033383336","https://openalex.org/W2033507223","https://openalex.org/W2035809855","https://openalex.org/W2036671379","https://openalex.org/W2037096232","https://openalex.org/W2077293630","https://openalex.org/W2094234423","https://openalex.org/W2095293504","https://openalex.org/W2098236822","https://openalex.org/W2108398740","https://openalex.org/W2118608338","https://openalex.org/W2119222198","https://openalex.org/W2120043163","https://openalex.org/W2136576902","https://openalex.org/W2142170653","https://openalex.org/W2150336375","https://openalex.org/W2165533101","https://openalex.org/W2172157601","https://openalex.org/W2950627632","https://openalex.org/W2952586137","https://openalex.org/W3101413764","https://openalex.org/W3103973800","https://openalex.org/W4230526081","https://openalex.org/W4292081303","https://openalex.org/W4292887282","https://openalex.org/W6605146949"],"related_works":["https://openalex.org/W2782859253","https://openalex.org/W2034220069","https://openalex.org/W3103433038","https://openalex.org/W2006852656","https://openalex.org/W3004486383","https://openalex.org/W2045864404","https://openalex.org/W11097679","https://openalex.org/W2129331923","https://openalex.org/W252900523","https://openalex.org/W2948079051"],"abstract_inverted_index":{"The":[0,80,180,202],"analysis":[1,29],"of":[2,17,23,33,82,106,140,158,166,171,215,223],"complex":[3,18,65],"networks":[4,66,189],"is":[5,30,84,110,210],"an":[6,168],"important":[7,93],"research":[8],"topic":[9],"that":[10,47,55,69,134,206],"helps":[11],"us":[12],"understand":[13],"the":[14,21,31,96,100,104,164,172,191,200,207,217,224],"underlying":[15],"behavior":[16],"systems":[19],"and":[20,190,212],"interactions":[22],"their":[24],"components.":[25],"One":[26],"particularly":[27],"relevant":[28],"detection":[32,41],"communities":[34,116,143],"formed":[35],"by":[36,99,144],"such":[37],"interactions.":[38],"Most":[39],"community":[40,156],"algorithms":[42],"work":[43],"as":[44,89],"optimization":[45],"tools":[46],"minimize":[48],"a":[49,60,126,132,138,150,159],"given":[50,160],"quality":[51,107],"function,":[52],"while":[53],"assuming":[54],"each":[56,119,121],"node":[57,123],"belongs":[58,124],"to":[59,71,86,112,125,136,154,185,196],"single":[61],"community.":[62,128],"However,":[63],"most":[64],"contain":[67],"nodes":[68],"belong":[70],"two":[72],"or":[73],"more":[74],"communities,":[75],"which":[76,152],"are":[77],"called":[78],"bridges.":[79],"identification":[81],"bridges":[83],"crucial":[85],"several":[87],"problems,":[88],"they":[90],"often":[91],"play":[92],"roles":[94],"in":[95,118,149,199],"system":[97],"described":[98],"network.":[101,161],"By":[102],"exploiting":[103],"multimodality":[105],"functions,":[108],"it":[109],"possible":[111],"obtain":[113,163],"distinct":[114,127],"optimal":[115],"where,":[117],"solution,":[120],"bridge":[122],"This":[129],"paper":[130],"proposes":[131],"technique":[133],"tries":[135],"identify":[137],"set":[139],"(possibly)":[141],"overlapping":[142],"combining":[145],"diverse":[146],"solutions":[147],"contained":[148],"pool,":[151],"correspond":[153],"disjoint":[155],"partitions":[157],"To":[162],"pool":[165],"partitions,":[167],"adapted":[169],"version":[170],"immune-inspired":[173],"algorithm":[174],"named":[175],"cob-aiNet[C]":[176],"was":[177,183],"adopted":[178],"here.":[179],"proposed":[181,208],"methodology":[182],"applied":[184],"four":[186],"real-world":[187],"social":[188],"obtained":[192],"results":[193,219],"were":[194],"compared":[195],"those":[197],"reported":[198,220],"literature.":[201],"comparisons":[203],"have":[204],"shown":[205],"approach":[209],"competitive":[211],"even":[213],"capable":[214],"overcoming":[216],"best":[218],"for":[221],"some":[222],"problems.":[225]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
