{"id":"https://openalex.org/W4392525763","doi":"https://doi.org/10.51923/repae.v9i1.292","title":"PREDI\u00c7\u00c3O DE INSOLV\u00caNCIA DE EMPRESAS ATRAV\u00c9S DA INTELIG\u00caNCIA ARTIFICIAL - T\u00c9CNICAS DE APRENDIZADO DE M\u00c1QUINA","display_name":"PREDI\u00c7\u00c3O DE INSOLV\u00caNCIA DE EMPRESAS ATRAV\u00c9S DA INTELIG\u00caNCIA ARTIFICIAL - T\u00c9CNICAS DE APRENDIZADO DE M\u00c1QUINA","publication_year":2023,"publication_date":"2023-04-30","ids":{"openalex":"https://openalex.org/W4392525763","doi":"https://doi.org/10.51923/repae.v9i1.292"},"language":"pt","primary_location":{"id":"doi:10.51923/repae.v9i1.292","doi":"https://doi.org/10.51923/repae.v9i1.292","is_oa":true,"landing_page_url":"https://doi.org/10.51923/repae.v9i1.292","pdf_url":"https://repae-online.com.br/index.php/REPAE/article/download/292/248","source":{"id":"https://openalex.org/S4210231021","display_name":"REPAE - Revista de Ensino e Pesquisa em Administra\u00e7\u00e3o e Engenharia","issn_l":"2447-6129","issn":["2447-6129"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"REPAE - Revista de Ensino e Pesquisa em Administra\u00e7\u00e3o e Engenharia","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://repae-online.com.br/index.php/REPAE/article/download/292/248","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Rafael Almeida","orcid":"https://orcid.org/0009-0005-8871-4124","observed_orcids":["https://orcid.org/0009-0005-8871-4124"]},"institutions":[{"id":"https://openalex.org/I4405273733","display_name":"Funda\u00e7\u00e3o Instituto de Pesquisas Cont\u00e1beis, Atuariais e Financeiras","ror":"https://ror.org/00c3tgx29","country_code":"BR","type":"education","lineage":["https://openalex.org/I4405273733"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael Almeida","raw_affiliation_strings":["Faculdade FIPECAFI"],"raw_orcid":"https://orcid.org/0009-0005-8871-4124","affiliations":[{"raw_affiliation_string":"Faculdade FIPECAFI","institution_ids":["https://openalex.org/I4405273733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007754303","display_name":"George Andr\u00e9 Willrich Sales","orcid":"https://orcid.org/0000-0001-7572-6234","observed_orcids":["https://orcid.org/0000-0001-7572-6234"]},"institutions":[{"id":"https://openalex.org/I4405273733","display_name":"Funda\u00e7\u00e3o Instituto de Pesquisas Cont\u00e1beis, Atuariais e Financeiras","ror":"https://ror.org/00c3tgx29","country_code":"BR","type":"education","lineage":["https://openalex.org/I4405273733"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"George Sales","raw_affiliation_strings":["Faculdade FIPECAFI"],"raw_orcid":"https://orcid.org/0000-0001-7572-6234","affiliations":[{"raw_affiliation_string":"Faculdade FIPECAFI","institution_ids":["https://openalex.org/I4405273733"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012090975","display_name":"Rodolfo Vieira Nunes","orcid":"https://orcid.org/0000-0003-3075-2177","observed_orcids":["https://orcid.org/0000-0003-3075-2177"]},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I224309722","display_name":"Instituto Federal do Paran\u00e1","ror":"https://ror.org/02znfhp50","country_code":"BR","type":"education","lineage":["https://openalex.org/I224309722"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rodolfo Vieira Nunes Nunes","raw_affiliation_strings":["Universidade de S\u00e3o Paulo - USP e Instituto Federal do Paran\u00e1 - IFPR"],"raw_orcid":"https://orcid.org/0000-0003-3075-2177","affiliations":[{"raw_affiliation_string":"Universidade de S\u00e3o Paulo - USP e Instituto Federal do Paran\u00e1 - IFPR","institution_ids":["https://openalex.org/I17974374","https://openalex.org/I224309722"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3332,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5343244,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"9","issue":"1","first_page":"39","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12509","display_name":"Corporate Insolvency and Governance","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bankruptcy-prediction","display_name":"bankruptcy prediction","score":0.7730000019073486},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.9089999794960022},{"id":"https://openalex.org/keywords/credit-risk","display_name":"credit risk","score":0.6539999842643738},{"id":"https://openalex.org/keywords/credit-decisions","display_name":"credit decision-making","score":0.7379999756813049},{"id":"https://openalex.org/keywords/retail-companies","display_name":"retail companies","score":0.6480000019073486},{"id":"https://openalex.org/keywords/listed-companies","display_name":"listed companies","score":0.675000011920929},{"id":"https://openalex.org/keywords/discriminant-analysis-comparison","display_name":"discriminant analysis comparison","score":0.7080000042915344},{"id":"https://openalex.org/keywords/regression-model-comparison","display_name":"regression model comparison","score":0.5649999976158142}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.45710381865501404},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.2802724838256836}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.51923/repae.v9i1.292","doi":"https://doi.org/10.51923/repae.v9i1.292","is_oa":true,"landing_page_url":"https://doi.org/10.51923/repae.v9i1.292","pdf_url":"https://repae-online.com.br/index.php/REPAE/article/download/292/248","source":{"id":"https://openalex.org/S4210231021","display_name":"REPAE - Revista de Ensino e Pesquisa em Administra\u00e7\u00e3o e Engenharia","issn_l":"2447-6129","issn":["2447-6129"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"REPAE - Revista de Ensino e Pesquisa em Administra\u00e7\u00e3o e Engenharia","raw_type":"journal-article"},{"id":"pmh:oai:ojs2.repae-online.com.br:article/292","doi":null,"is_oa":true,"landing_page_url":"https://www.repae-online.com.br/index.php/REPAE/article/view/292","pdf_url":"https://www.repae-online.com.br/index.php/REPAE/article/download/292/248","source":{"id":"https://openalex.org/S4210231021","display_name":"REPAE - Revista de Ensino e Pesquisa em Administra\u00e7\u00e3o e Engenharia","issn_l":"2447-6129","issn":["2447-6129"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2447-6129","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.51923/repae.v9i1.292","doi":"https://doi.org/10.51923/repae.v9i1.292","is_oa":true,"landing_page_url":"https://doi.org/10.51923/repae.v9i1.292","pdf_url":"https://repae-online.com.br/index.php/REPAE/article/download/292/248","source":{"id":"https://openalex.org/S4210231021","display_name":"REPAE - Revista de Ensino e Pesquisa em Administra\u00e7\u00e3o e Engenharia","issn_l":"2447-6129","issn":["2447-6129"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"REPAE - Revista de Ensino e Pesquisa em Administra\u00e7\u00e3o e Engenharia","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392525763.pdf","grobid_xml":"https://content.openalex.org/works/W4392525763.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1024485256","https://openalex.org/W1824044079","https://openalex.org/W1837930526","https://openalex.org/W1898250579","https://openalex.org/W1909097870","https://openalex.org/W1981735646","https://openalex.org/W2053226161","https://openalex.org/W2089769899","https://openalex.org/W2133251132","https://openalex.org/W2136362857","https://openalex.org/W2415811636","https://openalex.org/W2516113647","https://openalex.org/W2619571215","https://openalex.org/W2737297275","https://openalex.org/W3094949362","https://openalex.org/W4226323770","https://openalex.org/W7002240730","https://openalex.org/W7023379933"],"related_works":["https://openalex.org/W7171544574","https://openalex.org/W7075351616","https://openalex.org/W2945593896","https://openalex.org/W189970389","https://openalex.org/W2116291113","https://openalex.org/W7120411988","https://openalex.org/W7120282408","https://openalex.org/W7019137696","https://openalex.org/W3024227899","https://openalex.org/W7056155039"],"abstract_inverted_index":{"Qualquer":[0],"empresa":[1],"que":[2,141],"possua":[3],"um":[4,20,46],"processo":[5],"de":[6,8,14,24,29,48,50,65,81,86,91,133,147,153,165,192,194,209],"tomada":[7],"decis\u00f5es":[9,204],"em":[10,56,113,169],"rela\u00e7\u00e3o":[11],"a":[12,73,89,95,98,125,181,185],"concess\u00e3o":[13],"cr\u00e9dito":[15],"mais":[16,205],"\u00e1gil":[17],"e":[18,44,70,88,104,121,124,155,172,183,196],"com":[19,52,187],"modelo":[21,47,107,128,143],"confi\u00e1vel":[22],"servindo":[23],"apoio":[25],"para":[26,94,180,184,199],"as":[27,200],"an\u00e1lises":[28],"insolv\u00eancia":[30,51],"das":[31],"organiza\u00e7\u00f5es":[32],"ter\u00e1":[33],"vantagens":[34],"no":[35,54,100],"mercado.":[36],"Assim,":[37],"o":[38,142,188],"objetivo":[39],"deste":[40],"artigo":[41,61],"foi":[42,97],"desenvolver":[43],"testar":[45],"predi\u00e7\u00e3o":[49],"base":[53,90],"aprendizado":[55],"m\u00e1quina.":[57],"A":[58],"metodologia":[59],"do":[60,84,127],"enquadra-se":[62],"por":[63,131],"meio":[64,132],"uma":[66,134],"pesquisa":[67,76],"bibliogr\u00e1fica,":[68],"descritiva":[69],"quantitativa.":[71],"Para":[72],"amostra":[74],"da":[75],"foram":[77],"selecionadas":[78],"24":[79],"empresas":[80],"capital":[82],"aberto":[83],"setor":[85],"com\u00e9rcio,":[87],"dados":[92],"utilizada":[93],"coleta":[96],"Economatica":[99],"per\u00edodo":[101],"entre":[102],"2014":[103],"2019.":[105],"O":[106,174],"preditivo":[108],"desenvolvido":[109],"est\u00e1":[110],"estruturado":[111],"baseado":[112],"16":[114],"vari\u00e1veis":[115],"preditoras,":[116],"onde":[117],"existem":[118],"informa\u00e7\u00f5es":[119],"financeiras":[120,202],"n\u00e3o":[122],"financeiras,":[123],"verifica\u00e7\u00e3o":[126],"se":[129],"faz":[130],"an\u00e1lise":[135,170],"ferramental":[136],"CheckUp+.":[137],"As":[138],"evid\u00eancias":[139],"mostram":[140],"embasado":[144],"na":[145],"aprendizagem":[146],"m\u00e1quina":[148],"conseguiu":[149],"alcan\u00e7ar":[150],"bons":[151],"patamares":[152],"acerto":[154],"previsibilidade":[156],"nas":[157],"verifica\u00e7\u00f5es,":[158],"os":[159],"valores":[160],"s\u00e3o":[161],"semelhante":[162],"aos":[163],"modelos":[164,191],"previs\u00e3o":[166],"tradicionais":[167],"baseados":[168],"discriminante":[171],"regress\u00e3o.":[173],"trabalho":[175],"\u00e9":[176],"relevante,":[177],"pois":[178],"contribui":[179],"teoria":[182],"pr\u00e1tica":[186],"aprimoramento":[189],"dos":[190],"previs\u00f5es":[193],"risco,":[195],"fornece":[197],"suporte":[198],"institui\u00e7\u00f5es":[201],"tomarem":[203],"assertivas":[206],"sobre":[207],"concess\u00f5es":[208],"cr\u00e9dito.":[210]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2024-03-07T00:00:00"}
