{"id":"https://openalex.org/W2132279346","doi":"https://doi.org/10.1109/icsmc.2009.5346039","title":"Unsupervised data clustering and image segmentation using natural computing techniques","display_name":"Unsupervised data clustering and image segmentation using natural computing techniques","publication_year":2009,"publication_date":"2009-10-01","ids":{"openalex":"https://openalex.org/W2132279346","doi":"https://doi.org/10.1109/icsmc.2009.5346039","mag":"2132279346"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2009.5346039","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2009.5346039","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Systems, Man and Cybernetics","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/A5034981855","display_name":"Jackson Gomes de Souza","orcid":"https://orcid.org/0000-0003-0665-7153"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jackson G. de Souza","raw_affiliation_strings":["Adaptive Systems Laboratory, Department of Electrical Engineering, Center for Technology, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil","Adaptive Systems Laboratory, Department of Electrical Engineering, Center for Technology, Federal University of Rio Grande do Norte, Natal - RN, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adaptive Systems Laboratory, Department of Electrical Engineering, Center for Technology, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil","institution_ids":["https://openalex.org/I35046152"]},{"raw_affiliation_string":"Adaptive Systems Laboratory, Department of Electrical Engineering, Center for Technology, Federal University of Rio Grande do Norte, Natal - RN, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025179228","display_name":"Jos\u00e9 Alfredo Ferreira Costa","orcid":"https://orcid.org/0000-0002-1290-6454"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jose Alfredo F. Costa","raw_affiliation_strings":["Adaptive Systems Laboratory, Department of Electrical Engineering, Center for Technology, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil","Adaptive Systems Laboratory, Department of Electrical Engineering, Center for Technology, Federal University of Rio Grande do Norte, Natal - RN, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adaptive Systems Laboratory, Department of Electrical Engineering, Center for Technology, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil","institution_ids":["https://openalex.org/I35046152"]},{"raw_affiliation_string":"Adaptive Systems Laboratory, Department of Electrical Engineering, Center for Technology, Federal University of Rio Grande do Norte, Natal - RN, Brazil","institution_ids":["https://openalex.org/I35046152"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I35046152"],"apc_list":null,"apc_paid":null,"fwci":0.2437,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.51017947,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"5045","last_page":"5050"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.996399998664856,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.996399998664856,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9951000213623047,"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/T10320","display_name":"Neural Networks and Applications","score":0.9901000261306763,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6969352960586548},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6894456744194031},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5991532802581787},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5578445792198181},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5395634770393372},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5329124927520752},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.5263184905052185},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.48188215494155884},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4486895203590393},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.42365899682044983},{"id":"https://openalex.org/keywords/soft-computing","display_name":"Soft computing","score":0.4166288375854492},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4074595868587494},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3975016474723816},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3880109488964081},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.3879658877849579},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.3720574975013733}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6969352960586548},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6894456744194031},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5991532802581787},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5578445792198181},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5395634770393372},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5329124927520752},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.5263184905052185},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.48188215494155884},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4486895203590393},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.42365899682044983},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.4166288375854492},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4074595868587494},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3975016474723816},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3880109488964081},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.3879658877849579},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.3720574975013733}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2009.5346039","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2009.5346039","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Systems, Man and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1970351663","https://openalex.org/W1992419399","https://openalex.org/W1999075329","https://openalex.org/W2008260342","https://openalex.org/W2103868202","https://openalex.org/W2123980993","https://openalex.org/W2124776405","https://openalex.org/W2138585096","https://openalex.org/W2141619730","https://openalex.org/W2153233077","https://openalex.org/W2285257517","https://openalex.org/W2351302360","https://openalex.org/W3143204779","https://openalex.org/W4239048948"],"related_works":["https://openalex.org/W2994448571","https://openalex.org/W4236451500","https://openalex.org/W1983200726","https://openalex.org/W4237705507","https://openalex.org/W2151972420","https://openalex.org/W4283791826","https://openalex.org/W4254728455","https://openalex.org/W1551302182","https://openalex.org/W3038748417","https://openalex.org/W2155027171"],"abstract_inverted_index":{"Natural":[0],"computing":[1],"(NC)":[2],"is":[3,86,102],"a":[4,49,116],"novel":[5],"approach":[6],"to":[7,69,111],"solve":[8],"real":[9],"life":[10,15],"problems":[11,52],"inspired":[12,103],"in":[13,48,104],"the":[14,89,92,105],"itself.":[16],"A":[17],"diversity":[18,50],"of":[19,51,53,67,91,107],"algorithms":[20,29,128],"had":[21],"been":[22],"proposed":[23],"such":[24,140],"as":[25,141],"evolutionary":[26,83,93],"techniques,":[27],"genetic":[28],"and":[30,40,58,64,72,95,98,121,125,144,146,150],"particle":[31],"swarm":[32,99],"optimization":[33,118],"(PSO).":[34],"These":[35],"approaches,":[36],"together":[37],"with":[38],"fuzzy":[39,126],"neural":[41],"networks,":[42],"give":[43],"powerful":[44],"tools":[45],"for":[46,115,134,147],"researchers":[47],"optimization,":[54],"classification,":[55],"data":[56,70,135],"analysis":[57],"clustering.":[59],"This":[60],"paper":[61],"presents":[62],"concepts":[63,90],"experimental":[65],"results":[66,114],"approaches":[68],"clustering":[71,136],"image":[73,148],"segmentation":[74,152],"using":[75,137,153],"NC":[76],"approaches.":[77],"The":[78],"main":[79],"focus":[80],"are":[81,129,132],"on":[82,88],"computing,":[84],"which":[85,101],"based":[87,123],"biology":[94],"individual-to-population":[96],"adaptation,":[97],"intelligence,":[100],"behavior":[106],"individuals,":[108],"together,":[109],"try":[110],"achieve":[112],"better":[113],"complex":[117],"problem.":[119],"Genetic":[120],"PSO":[122],"K-means":[124,127],"described.":[130],"Results":[131],"shown":[133],"UCI":[138],"datasets":[139],"Ruspini,":[142],"Iris":[143],"Wine":[145],"texture":[149],"intensity":[151],"images":[154],"from":[155],"BrainWeb":[156],"system.":[157]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}