{"id":"https://openalex.org/W1517948246","doi":"https://doi.org/10.3233/jcm-2011-0362","title":"A Bayesian imputation method for a clustering genetic algorithm","display_name":"A Bayesian imputation method for a clustering genetic algorithm","publication_year":2011,"publication_date":"2011-09-07","ids":{"openalex":"https://openalex.org/W1517948246","doi":"https://doi.org/10.3233/jcm-2011-0362","mag":"1517948246"},"language":"en","primary_location":{"id":"doi:10.3233/jcm-2011-0362","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-2011-0362","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://dx.doi.org/10.3233/JCM-2011-0362","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056213327","display_name":"Estevam Hruschka","orcid":"https://orcid.org/0000-0003-1499-2808"},"institutions":[{"id":"https://openalex.org/I177909021","display_name":"Universidade Federal de S\u00e3o Carlos","ror":"https://ror.org/00qdc6m37","country_code":"BR","type":"education","lineage":["https://openalex.org/I177909021"]},{"id":"https://openalex.org/I180669731","display_name":"Universidade Cat\u00f3lica de Santos","ror":"https://ror.org/00vcyhn10","country_code":"BR","type":"education","lineage":["https://openalex.org/I180669731"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Estevam R. Hruschka","raw_affiliation_strings":["Catholic University of Santos, R. Carvalho de Mendon\u00e7a, 144, 11.070-906, Santos, SP, Brazil","Federal University of S\u00e3o Carlos, CP 676, 13.565-905 S\u00e3o Carlos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Catholic University of Santos, R. Carvalho de Mendon\u00e7a, 144, 11.070-906, Santos, SP, Brazil","institution_ids":["https://openalex.org/I180669731"]},{"raw_affiliation_string":"Federal University of S\u00e3o Carlos, CP 676, 13.565-905 S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I177909021"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021283579","display_name":"Eduardo R. Hruschka","orcid":"https://orcid.org/0000-0002-9529-8916"},"institutions":[{"id":"https://openalex.org/I180669731","display_name":"Universidade Cat\u00f3lica de Santos","ror":"https://ror.org/00vcyhn10","country_code":"BR","type":"education","lineage":["https://openalex.org/I180669731"]},{"id":"https://openalex.org/I177909021","display_name":"Universidade Federal de S\u00e3o Carlos","ror":"https://ror.org/00qdc6m37","country_code":"BR","type":"education","lineage":["https://openalex.org/I177909021"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo R. Hruschka","raw_affiliation_strings":["Catholic University of Santos, R. Carvalho de Mendon\u00e7a, 144, 11.070-906, Santos, SP, Brazil","Federal University of S\u00e3o Carlos, CP 676, 13.565-905 S\u00e3o Carlos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Catholic University of Santos, R. Carvalho de Mendon\u00e7a, 144, 11.070-906, Santos, SP, Brazil","institution_ids":["https://openalex.org/I180669731"]},{"raw_affiliation_string":"Federal University of S\u00e3o Carlos, CP 676, 13.565-905 S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I177909021"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021766596","display_name":"Nelson F. F. Ebecken","orcid":"https://orcid.org/0000-0003-4928-0966"},"institutions":[{"id":"https://openalex.org/I122140584","display_name":"Universidade Federal do Rio de Janeiro","ror":"https://ror.org/03490as77","country_code":"BR","type":"education","lineage":["https://openalex.org/I122140584"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Nelson F. F. Ebecken","raw_affiliation_strings":["Federal University of Rio de Janeiro, CP 68506, 21945-970, Rio de Janeiro, RJ, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Rio de Janeiro, CP 68506, 21945-970, Rio de Janeiro, RJ, Brazil","institution_ids":["https://openalex.org/I122140584"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056213327"],"corresponding_institution_ids":["https://openalex.org/I177909021","https://openalex.org/I180669731"],"apc_list":null,"apc_paid":null,"fwci":2.3109,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90495046,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"11","issue":"4","first_page":"173","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9958000183105469,"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/T11106","display_name":"Data Management and Algorithms","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/imputation","display_name":"Imputation (statistics)","score":0.8677520751953125},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7590501308441162},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.731096625328064},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6171525716781616},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.5018043518066406},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4853278696537018},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.44576749205589294},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.416654109954834},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4138391613960266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.344854474067688},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.27334949374198914}],"concepts":[{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.8677520751953125},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7590501308441162},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.731096625328064},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6171525716781616},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.5018043518066406},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4853278696537018},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.44576749205589294},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.416654109954834},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4138391613960266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.344854474067688},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27334949374198914},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/jcm-2011-0362","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-2011-0362","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"},{"id":"pmh:002242134","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/JCM-2011-0362","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"reponame:Reposit\u00f3rio Institucional da USP (Biblioteca Digital da Produ\u00e7\u00e3o Intelectual)","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:002242134","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/JCM-2011-0362","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"reponame:Reposit\u00f3rio Institucional da USP (Biblioteca Digital da Produ\u00e7\u00e3o Intelectual)","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322749","display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro","ror":"https://ror.org/03kk0s825"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W38206254","https://openalex.org/W196065572","https://openalex.org/W1523293200","https://openalex.org/W1523856491","https://openalex.org/W1530010412","https://openalex.org/W1534707631","https://openalex.org/W1558758677","https://openalex.org/W1649000220","https://openalex.org/W1664762403","https://openalex.org/W1983479840","https://openalex.org/W1991025539","https://openalex.org/W2008906462","https://openalex.org/W2044758663","https://openalex.org/W2058420708","https://openalex.org/W2113298003","https://openalex.org/W2118502261","https://openalex.org/W2123504579","https://openalex.org/W2127145400","https://openalex.org/W2130416410","https://openalex.org/W2140190241","https://openalex.org/W2213299657","https://openalex.org/W2966207845","https://openalex.org/W2999729612","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2181530120","https://openalex.org/W4211215373","https://openalex.org/W2024529227","https://openalex.org/W2055961818","https://openalex.org/W1574575415","https://openalex.org/W3144172081","https://openalex.org/W3179858851","https://openalex.org/W3028371478","https://openalex.org/W2081476516","https://openalex.org/W2581984549"],"abstract_inverted_index":{"Missing":[0],"values":[1],"are":[2],"a":[3],"critical":[4],"problem":[5],"in":[6],"data":[7],"mining":[8],"applications.":[9],"The":[10],"substitution":[11],"of":[12,29,33],"these":[13],"values,":[14],"also":[15],"called":[16],"imputation,":[17],"can":[18],"be":[19],"performed":[20],"by":[21],"several":[22],"methods.":[23],"This":[24],"work":[25],"describes":[26],"the":[27,34],"application":[28],"an":[30],"optimized":[31],"version":[32],"Bayesian":[35],"Algorithm":[36],"K2":[37]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2016-06-24T00:00:00"}