{"id":"https://openalex.org/W4410997437","doi":"https://doi.org/10.1007/s42979-025-04053-7","title":"Ensemble Machine Learning Models for Corporate Credit Risk Prediction: A Comparative Study","display_name":"Ensemble Machine Learning Models for Corporate Credit Risk Prediction: A Comparative Study","publication_year":2025,"publication_date":"2025-06-03","ids":{"openalex":"https://openalex.org/W4410997437","doi":"https://doi.org/10.1007/s42979-025-04053-7"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-025-04053-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-04053-7","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"type":"article","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/A5077830722","display_name":"R. Sujatha","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"R. Sujatha","raw_affiliation_strings":["PSG Institute of Management, PSG College of Technology, Coimbatore, Tamil Nadu, 641 004, India"],"raw_orcid":"https://orcid.org/0000-0002-5622-8392","affiliations":[{"raw_affiliation_string":"PSG Institute of Management, PSG College of Technology, Coimbatore, Tamil Nadu, 641 004, India","institution_ids":["https://openalex.org/I4210109528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029764149","display_name":"D. Kavitha","orcid":"https://orcid.org/0000-0002-2040-6871"},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. Kavitha","raw_affiliation_strings":["PSG Institute of Management, PSG College of Technology, Coimbatore, Tamil Nadu, 641 004, India"],"raw_orcid":"https://orcid.org/0000-0002-2040-6871","affiliations":[{"raw_affiliation_string":"PSG Institute of Management, PSG College of Technology, Coimbatore, Tamil Nadu, 641 004, India","institution_ids":["https://openalex.org/I4210109528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075687427","display_name":"B. Uma Maheswari","orcid":"https://orcid.org/0000-0002-7487-7783"},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. Uma Maheswari","raw_affiliation_strings":["PSG Institute of Management, PSG College of Technology, Coimbatore, Tamil Nadu, 641 004, India"],"raw_orcid":"https://orcid.org/0000-0002-7487-7783","affiliations":[{"raw_affiliation_string":"PSG Institute of Management, PSG College of Technology, Coimbatore, Tamil Nadu, 641 004, India","institution_ids":["https://openalex.org/I4210109528"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025624480","display_name":"K Ajay","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109528","display_name":"PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH","ror":"https://ror.org/01sa9ng67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109528"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Gautham Ajay","raw_affiliation_strings":["PSG Institute of Management, PSG College of Technology, Coimbatore, Tamil Nadu, 641 004, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PSG Institute of Management, PSG College of Technology, Coimbatore, Tamil Nadu, 641 004, India","institution_ids":["https://openalex.org/I4210109528"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077830722"],"corresponding_institution_ids":["https://openalex.org/I4210109528"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16317914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9984999895095825,"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":0.9984999895095825,"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":0.923799991607666,"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/ensemble-learning","display_name":"Ensemble learning","score":0.6004263162612915},{"id":"https://openalex.org/keywords/credit-risk","display_name":"Credit risk","score":0.5574221014976501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48099765181541443},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4597383737564087},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4351050853729248},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3200008273124695},{"id":"https://openalex.org/keywords/actuarial-science","display_name":"Actuarial science","score":0.265760600566864}],"concepts":[{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6004263162612915},{"id":"https://openalex.org/C178350159","wikidata":"https://www.wikidata.org/wiki/Q162714","display_name":"Credit risk","level":2,"score":0.5574221014976501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48099765181541443},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4597383737564087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4351050853729248},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3200008273124695},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.265760600566864}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-025-04053-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-04053-7","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6399999856948853,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W3217345529","https://openalex.org/W4285731400","https://openalex.org/W4308404749","https://openalex.org/W4313578815","https://openalex.org/W4360615883","https://openalex.org/W4391436932"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
