{"id":"https://openalex.org/W1982994803","doi":"https://doi.org/10.15373/22778160/february2014/16","title":"Bankruptcy Prediction Models: A Bet on Artificial Neural Networks","display_name":"Bankruptcy Prediction Models: A Bet on Artificial Neural Networks","publication_year":2012,"publication_date":"2012-06-15","ids":{"openalex":"https://openalex.org/W1982994803","doi":"https://doi.org/10.15373/22778160/february2014/16","mag":"1982994803"},"language":"en","primary_location":{"id":"doi:10.15373/22778160/february2014/16","doi":"https://doi.org/10.15373/22778160/february2014/16","is_oa":true,"landing_page_url":"https://doi.org/10.15373/22778160/february2014/16","pdf_url":null,"source":{"id":"https://openalex.org/S4363604344","display_name":"GLOBAL JOURNAL FOR RESEARCH ANALYSIS","issn_l":"2277-8160","issn":["2277-8160"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Global Journal For Research Analysis","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://doi.org/10.15373/22778160/february2014/16","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068021392","display_name":"Ana Isabel Velasco Fern\u00e1ndez","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ana Isabel Velasco Fern\u00e1ndez","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075374162","display_name":"Ricardo J. Rejas\u2010Muslera","orcid":"https://orcid.org/0000-0002-5553-5964","observed_orcids":["https://orcid.org/0000-0002-5553-5964"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ricardo Jos\u00e9 Rejas Muslera","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023569226","display_name":"Juan Padilla Fern\u00e1ndez-Vega","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Juan Padilla Fern\u00e1ndez-Vega","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5086573634","display_name":"Mar\u00eda Isabel Cepeda Gonz\u00e1lez","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mar\u00eda Isabel Cepeda Gonz\u00e1lez","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"3","issue":"2","first_page":"48","last_page":"50"},"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":0.996999979019165},{"id":"https://openalex.org/keywords/corporate-solvency","display_name":"enterprise solvency","score":0.7730000019073486},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8410000205039978},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.9980000257492065},{"id":"https://openalex.org/keywords/discriminant-analysis","display_name":"discriminant analysis","score":0.9990000128746033},{"id":"https://openalex.org/keywords/logit-analysis","display_name":"logit analysis","score":0.9380000233650208},{"id":"https://openalex.org/keywords/financial-distress","display_name":"financial distress","score":0.5329999923706055},{"id":"https://openalex.org/keywords/model-comparison","display_name":"model comparison","score":0.6200000047683716}],"concepts":[{"id":"https://openalex.org/C504631918","wikidata":"https://www.wikidata.org/wiki/Q152074","display_name":"Bankruptcy","level":2,"score":0.8433085680007935},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7381595373153687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42585471272468567},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3627672493457794},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.30491214990615845},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.09272018074989319}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.15373/22778160/february2014/16","doi":"https://doi.org/10.15373/22778160/february2014/16","is_oa":true,"landing_page_url":"https://doi.org/10.15373/22778160/february2014/16","pdf_url":null,"source":{"id":"https://openalex.org/S4363604344","display_name":"GLOBAL JOURNAL FOR RESEARCH ANALYSIS","issn_l":"2277-8160","issn":["2277-8160"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Global Journal For Research Analysis","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.15373/22778160/february2014/16","doi":"https://doi.org/10.15373/22778160/february2014/16","is_oa":true,"landing_page_url":"https://doi.org/10.15373/22778160/february2014/16","pdf_url":null,"source":{"id":"https://openalex.org/S4363604344","display_name":"GLOBAL JOURNAL FOR RESEARCH ANALYSIS","issn_l":"2277-8160","issn":["2277-8160"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Global Journal For Research Analysis","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2099577969","https://openalex.org/W2124532504"],"related_works":["https://openalex.org/W2047649690","https://openalex.org/W7096613953","https://openalex.org/W589342844","https://openalex.org/W578337145","https://openalex.org/W2314758623","https://openalex.org/W7120721058","https://openalex.org/W2119235827","https://openalex.org/W2792062774","https://openalex.org/W2165035706","https://openalex.org/W7221329547"],"abstract_inverted_index":{"This":[0],"work":[1,65],"is":[2,55,66],"a":[3,56],"comparative":[4],"study":[5],"of":[6,17,20,38],"three":[7],"qualifiers":[8],"and":[9,28,48,52],"predictive":[10],"tech":[11],"niques":[12],"applied":[13],"to":[14,34],"the":[15,18,23,31,35,53,69],"analysis":[16,46,50],"solvency":[19],"enterprises,":[21],"determining":[22],"factors":[24],"influencing":[25],"this":[26],"phenomenon,":[27],"then":[29],"applying":[30],"obtained":[32],"model":[33],"prediction.":[36],"Two":[37],"them":[39],"are":[40],"technical":[41],"statistics":[42],"traditionally":[43],"used,":[44],"discriminant":[45],"(DA)":[47],"logit":[49],"(LA)":[51],"third":[54],"multilayer":[57],"perceptron":[58],"network":[59],"(MLP),":[60],"an":[61],"AI":[62],"technique.":[63],"The":[64],"performed":[67],"with":[68],"SPSS":[70],"20":[71],"Neural":[72],"Networks":[73],"computer":[74],"pro":[75]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-01T08:54:57.152042","created_date":"2016-06-24T00:00:00"}