{"id":"https://openalex.org/W1539651048","doi":"https://doi.org/10.1007/978-3-642-04921-7_58","title":"Accurate Prediction of Financial Distress of Companies with Machine Learning Algorithms","display_name":"Accurate Prediction of Financial Distress of Companies with Machine Learning Algorithms","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1539651048","doi":"https://doi.org/10.1007/978-3-642-04921-7_58","mag":"1539651048"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-04921-7_58","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04921-7_58","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5088302903","display_name":"Armando Vieira","orcid":"https://orcid.org/0000-0002-4447-2291"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Armando S. Vieira","raw_affiliation_strings":["ISEP, Rua de S. Tom\u00e9, 4200, Porto, Portugal","ISEP, Porto, PORTUGAL#TAB#"],"affiliations":[{"raw_affiliation_string":"ISEP, Rua de S. Tom\u00e9, 4200, Porto, Portugal","institution_ids":[]},{"raw_affiliation_string":"ISEP, Porto, PORTUGAL#TAB#","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015907352","display_name":"Jo\u00e3o Duarte","orcid":"https://orcid.org/0000-0003-4745-2111"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Duarte","raw_affiliation_strings":["ISEP, Rua de S. Tom\u00e9, 4200, Porto, Portugal","ISEP, Porto, PORTUGAL#TAB#"],"affiliations":[{"raw_affiliation_string":"ISEP, Rua de S. Tom\u00e9, 4200, Porto, Portugal","institution_ids":[]},{"raw_affiliation_string":"ISEP, Porto, PORTUGAL#TAB#","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046882659","display_name":"Bernardete Ribeiro","orcid":"https://orcid.org/0000-0002-9770-7672"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Bernardete Ribeiro","raw_affiliation_strings":["Depart. of Informatics Engineering, University of Coimbra, P-3030-290, Coimbra, Portugal","Depart. of Informatics Engineering, University of Coimbra, Coimbra, Portugal#TAB#"],"affiliations":[{"raw_affiliation_string":"Depart. of Informatics Engineering, University of Coimbra, P-3030-290, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"Depart. of Informatics Engineering, University of Coimbra, Coimbra, Portugal#TAB#","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022026306","display_name":"Jo\u00e3o Carvalho das Neves","orcid":"https://orcid.org/0000-0003-3780-8823"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jo\u00e3o C. Neves","raw_affiliation_strings":["ISEG - School of Economics, Rua Miguel Lupi 20, 1249-078, Lisboa, Portugal","ISEG, School of Economics, Lisboa, Portugal#TAB#"],"affiliations":[{"raw_affiliation_string":"ISEG - School of Economics, Rua Miguel Lupi 20, 1249-078, Lisboa, Portugal","institution_ids":[]},{"raw_affiliation_string":"ISEG, School of Economics, Lisboa, Portugal#TAB#","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088302903"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":15.1003,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.98834586,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"569","last_page":"576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9997000098228455,"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":0.9997000098228455,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9814000129699707,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9690999984741211,"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/support-vector-machine","display_name":"Support vector machine","score":0.7333254218101501},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7233321666717529},{"id":"https://openalex.org/keywords/financial-distress","display_name":"Financial distress","score":0.7220498919487},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.6853286623954773},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6363533139228821},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5352042317390442},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4661157727241516},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.45685628056526184},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4448871910572052},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36443227529525757},{"id":"https://openalex.org/keywords/financial-system","display_name":"Financial system","score":0.1281212568283081},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07290723919868469}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7333254218101501},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7233321666717529},{"id":"https://openalex.org/C2984760201","wikidata":"https://www.wikidata.org/wiki/Q1785212","display_name":"Financial distress","level":2,"score":0.7220498919487},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6853286623954773},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6363533139228821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5352042317390442},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4661157727241516},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.45685628056526184},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4448871910572052},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36443227529525757},{"id":"https://openalex.org/C73283319","wikidata":"https://www.wikidata.org/wiki/Q1416617","display_name":"Financial system","level":1,"score":0.1281212568283081},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07290723919868469},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-04921-7_58","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04921-7_58","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6399999856948853,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W53188351","https://openalex.org/W187357405","https://openalex.org/W187380910","https://openalex.org/W1484545635","https://openalex.org/W1502049319","https://openalex.org/W1922017469","https://openalex.org/W1993935293","https://openalex.org/W2048469097","https://openalex.org/W2097752063","https://openalex.org/W2098738227","https://openalex.org/W2119821739","https://openalex.org/W2124532504","https://openalex.org/W2143426320","https://openalex.org/W2153635508","https://openalex.org/W2156909104","https://openalex.org/W2163271702","https://openalex.org/W2582765108"],"related_works":["https://openalex.org/W4388311650","https://openalex.org/W5922282","https://openalex.org/W1974056099","https://openalex.org/W4245343541","https://openalex.org/W2386077341","https://openalex.org/W563589758","https://openalex.org/W62490179","https://openalex.org/W1569294854","https://openalex.org/W2150264298","https://openalex.org/W2319318291"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
