{"id":"https://openalex.org/W1122735392","doi":"https://doi.org/10.1007/978-3-319-18476-0_14","title":"Predicting Financial Distress of Banks Using Random Subspace Ensembles of Support Vector Machines","display_name":"Predicting Financial Distress of Banks Using Random Subspace Ensembles of Support Vector Machines","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W1122735392","doi":"https://doi.org/10.1007/978-3-319-18476-0_14","mag":"1122735392"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-18476-0_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-18476-0_14","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5036484429","display_name":"Petr H\u00e1jek","orcid":"https://orcid.org/0000-0001-5579-1215"},"institutions":[{"id":"https://openalex.org/I140744787","display_name":"University of Pardubice","ror":"https://ror.org/01chzd453","country_code":"CZ","type":"education","lineage":["https://openalex.org/I140744787"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Petr H\u00e1jek","raw_affiliation_strings":["Institute of System Engineering and Informatics, Faculty of Economics and Administration, University of Pardubice, Pardubice, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of System Engineering and Informatics, Faculty of Economics and Administration, University of Pardubice, Pardubice, Czech Republic","institution_ids":["https://openalex.org/I140744787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086594398","display_name":"Vladim\u00edr Olej","orcid":"https://orcid.org/0000-0003-4454-0335"},"institutions":[{"id":"https://openalex.org/I140744787","display_name":"University of Pardubice","ror":"https://ror.org/01chzd453","country_code":"CZ","type":"education","lineage":["https://openalex.org/I140744787"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Vladim\u00edr Olej","raw_affiliation_strings":["Institute of System Engineering and Informatics, Faculty of Economics and Administration, University of Pardubice, Pardubice, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of System Engineering and Informatics, Faculty of Economics and Administration, University of Pardubice, Pardubice, Czech Republic","institution_ids":["https://openalex.org/I140744787"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088864348","display_name":"Ren\u00e1ta My\u0161kov\u00e1","orcid":"https://orcid.org/0000-0001-9958-7996"},"institutions":[{"id":"https://openalex.org/I140744787","display_name":"University of Pardubice","ror":"https://ror.org/01chzd453","country_code":"CZ","type":"education","lineage":["https://openalex.org/I140744787"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Renata My\u0161kov\u00e1","raw_affiliation_strings":["Institute of Business Economics and Management, Faculty of Economics and Administration, University of Pardubice, Pardubice, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Business Economics and Management, Faculty of Economics and Administration, University of Pardubice, Pardubice, Czech Republic","institution_ids":["https://openalex.org/I140744787"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I140744787"],"apc_list":null,"apc_paid":null,"fwci":9.167,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.97947908,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"131","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9998999834060669,"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":0.9998999834060669,"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/T11496","display_name":"Credit Risk and Financial Regulations","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9890999794006348,"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/financial-distress","display_name":"Financial distress","score":0.8127366304397583},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7840372323989868},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.6616891026496887},{"id":"https://openalex.org/keywords/distress","display_name":"Distress","score":0.5251818895339966},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.5158674120903015},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.48697909712791443},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.4495184123516083},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.44371622800827026},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.42125117778778076},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4189492464065552},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4024201035499573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3935181796550751},{"id":"https://openalex.org/keywords/actuarial-science","display_name":"Actuarial science","score":0.32460516691207886},{"id":"https://openalex.org/keywords/financial-system","display_name":"Financial system","score":0.24523380398750305},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20527192950248718},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.10018664598464966}],"concepts":[{"id":"https://openalex.org/C2984760201","wikidata":"https://www.wikidata.org/wiki/Q1785212","display_name":"Financial distress","level":2,"score":0.8127366304397583},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7840372323989868},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.6616891026496887},{"id":"https://openalex.org/C139265228","wikidata":"https://www.wikidata.org/wiki/Q5283089","display_name":"Distress","level":2,"score":0.5251818895339966},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.5158674120903015},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.48697909712791443},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.4495184123516083},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.44371622800827026},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.42125117778778076},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4189492464065552},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4024201035499573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3935181796550751},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.32460516691207886},{"id":"https://openalex.org/C73283319","wikidata":"https://www.wikidata.org/wiki/Q1416617","display_name":"Financial system","level":1,"score":0.24523380398750305},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20527192950248718},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10018664598464966},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-18476-0_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-18476-0_14","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6000000238418579,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W106664444","https://openalex.org/W117254788","https://openalex.org/W1512098439","https://openalex.org/W1529421597","https://openalex.org/W1582036668","https://openalex.org/W1604938182","https://openalex.org/W1970591008","https://openalex.org/W1982346653","https://openalex.org/W1996801166","https://openalex.org/W2017826184","https://openalex.org/W2024539880","https://openalex.org/W2025613789","https://openalex.org/W2031731345","https://openalex.org/W2032685050","https://openalex.org/W2035467379","https://openalex.org/W2043956603","https://openalex.org/W2046862913","https://openalex.org/W2047869949","https://openalex.org/W2051886948","https://openalex.org/W2055133036","https://openalex.org/W2058947616","https://openalex.org/W2069762301","https://openalex.org/W2076129045","https://openalex.org/W2079402140","https://openalex.org/W2084368039","https://openalex.org/W2095092051","https://openalex.org/W2098307847","https://openalex.org/W2108949035","https://openalex.org/W2112076978","https://openalex.org/W2113242816","https://openalex.org/W2150757437","https://openalex.org/W3123378301","https://openalex.org/W3124174211","https://openalex.org/W3124635306","https://openalex.org/W3125952890"],"related_works":["https://openalex.org/W4321636153","https://openalex.org/W2985924212","https://openalex.org/W4320483443","https://openalex.org/W4205958290","https://openalex.org/W3195168932","https://openalex.org/W2979979539","https://openalex.org/W4311106074","https://openalex.org/W3127425528","https://openalex.org/W3004897296","https://openalex.org/W1122735392"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}