{"id":"https://openalex.org/W31287573","doi":null,"title":"A comparative study of state of the art classification algorithms for credit scoring","display_name":"A comparative study of state of the art classification algorithms for credit scoring","publication_year":2001,"publication_date":"2001-01-01","ids":{"openalex":"https://openalex.org/W31287573","mag":"31287573"},"language":"en","primary_location":{"id":"pmh:oai:eprints.soton.ac.uk:36754","doi":null,"is_oa":false,"landing_page_url":"https://eprints.soton.ac.uk/36754/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5081225515","display_name":"Bart Baesens","orcid":"https://orcid.org/0000-0002-5831-5668","observed_orcids":["https://orcid.org/0000-0002-5831-5668"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bart Baesens","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-5831-5668","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056196456","display_name":"Stijn Viaene","orcid":"https://orcid.org/0000-0002-1600-4706","observed_orcids":["https://orcid.org/0000-0002-1600-4706"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stijn Viaene","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-1600-4706","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5076581659","display_name":"Jan Vanthienen","orcid":"https://orcid.org/0000-0002-3867-7055","observed_orcids":["https://orcid.org/0000-0002-3867-7055"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jan Vanthienen","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3867-7055","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":0,"citation_normalized_percentile":{"value":0.012,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"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":0.9868000149726868,"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":0.9868000149726868,"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":0.010300000198185444,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/credit-scoring","display_name":"credit scoring","score":1.0},{"id":"https://openalex.org/keywords/classifiers","display_name":"machine learning classifiers","score":0.8730000257492065},{"id":"https://openalex.org/keywords/algorithm-comparison","display_name":"algorithm comparison","score":0.7960000038146973},{"id":"https://openalex.org/keywords/credit-risk-assessment","display_name":"credit risk assessment","score":0.6309999823570251}],"concepts":[{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4825584292411804},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43200045824050903},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.379932701587677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3775281310081482}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:eprints.soton.ac.uk:36754","doi":null,"is_oa":false,"landing_page_url":"https://eprints.soton.ac.uk/36754/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"mag:31287573","doi":null,"is_oa":false,"landing_page_url":"https://eprints.soton.ac.uk/36754/","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1505271441","https://openalex.org/W1930622040","https://openalex.org/W1964262288","https://openalex.org/W1982130799","https://openalex.org/W1984720051","https://openalex.org/W1989309434","https://openalex.org/W1997325766","https://openalex.org/W2014231432","https://openalex.org/W2022791580","https://openalex.org/W2040008417","https://openalex.org/W2041047841","https://openalex.org/W2044554818","https://openalex.org/W2066373902","https://openalex.org/W2075998623","https://openalex.org/W2080299984","https://openalex.org/W2094319551","https://openalex.org/W2107326392","https://openalex.org/W2114647260","https://openalex.org/W2160176331","https://openalex.org/W2166281097","https://openalex.org/W2166615315","https://openalex.org/W2338073917","https://openalex.org/W2406078240","https://openalex.org/W2418405204","https://openalex.org/W2581585330","https://openalex.org/W2799460610","https://openalex.org/W2800992936","https://openalex.org/W2896737176"],"related_works":["https://openalex.org/W2526879222","https://openalex.org/W6986691291","https://openalex.org/W196147837","https://openalex.org/W7122571741","https://openalex.org/W3116503958","https://openalex.org/W2131816657","https://openalex.org/W6903914540","https://openalex.org/W4391536958","https://openalex.org/W4239603655","https://openalex.org/W7000474231"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}
