{"id":"https://openalex.org/W3014873518","doi":"https://doi.org/10.1007/978-3-030-44038-1_87","title":"Predicting Probability of Default Under IFRS 9 Through Data Mining Techniques","display_name":"Predicting Probability of Default Under IFRS 9 Through Data Mining Techniques","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3014873518","doi":"https://doi.org/10.1007/978-3-030-44038-1_87","mag":"3014873518"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-44038-1_87","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-44038-1_87","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/A5101546784","display_name":"Fabio Martinelli","orcid":"https://orcid.org/0000-0002-6721-9395"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Martinelli","raw_affiliation_strings":["Institute for Informatics and Telematics, National Research Council of Italy, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Informatics and Telematics, National Research Council of Italy, Pisa, Italy","institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023695406","display_name":"Francesco Mercaldo","orcid":"https://orcid.org/0000-0002-9425-1657"},"institutions":[{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]},{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Mercaldo","raw_affiliation_strings":["Department of Biosciences and Territory, University of Molise, Pesche, IS, Italy","Institute for Informatics and Telematics, National Research Council of Italy, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biosciences and Territory, University of Molise, Pesche, IS, Italy","institution_ids":["https://openalex.org/I129627893"]},{"raw_affiliation_string":"Institute for Informatics and Telematics, National Research Council of Italy, Pisa, Italy","institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082114024","display_name":"Domenico Raucci","orcid":"https://orcid.org/0000-0003-4303-2881"},"institutions":[{"id":"https://openalex.org/I39387349","display_name":"University of Chieti-Pescara","ror":"https://ror.org/00qjgza05","country_code":"IT","type":"education","lineage":["https://openalex.org/I39387349"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Domenico Raucci","raw_affiliation_strings":["Department of Economic Studies, G. d\u2019Annunzio University, Chieti-Pescara, Italy","Department of Economic Studies, G. d'Annunzio University, Chieti-Pescara, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economic Studies, G. d\u2019Annunzio University, Chieti-Pescara, Italy","institution_ids":["https://openalex.org/I39387349"]},{"raw_affiliation_string":"Department of Economic Studies, G. d'Annunzio University, Chieti-Pescara, Italy","institution_ids":["https://openalex.org/I39387349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004599844","display_name":"Antonella Santone","orcid":"https://orcid.org/0000-0002-2634-4456"},"institutions":[{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonella Santone","raw_affiliation_strings":["Department of Biosciences and Territory, University of Molise, Pesche, IS, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biosciences and Territory, University of Molise, Pesche, IS, Italy","institution_ids":["https://openalex.org/I129627893"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.9002,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92873389,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"1150","issue":null,"first_page":"959","last_page":"969"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9983999729156494,"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":0.9890999794006348,"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/computer-science","display_name":"Computer science","score":0.6912920475006104},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6681989431381226},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6188751459121704},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5489230751991272},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.546189546585083},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5279069542884827},{"id":"https://openalex.org/keywords/credit-risk","display_name":"Credit risk","score":0.46143198013305664},{"id":"https://openalex.org/keywords/probability-of-default","display_name":"Probability of default","score":0.4467304050922394},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.42399922013282776},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3714289367198944},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.270422101020813},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.2593032717704773},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.17969298362731934},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09359502792358398}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6912920475006104},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6681989431381226},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6188751459121704},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5489230751991272},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.546189546585083},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5279069542884827},{"id":"https://openalex.org/C178350159","wikidata":"https://www.wikidata.org/wiki/Q162714","display_name":"Credit risk","level":2,"score":0.46143198013305664},{"id":"https://openalex.org/C2779806880","wikidata":"https://www.wikidata.org/wiki/Q778470","display_name":"Probability of default","level":3,"score":0.4467304050922394},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.42399922013282776},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3714289367198944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.270422101020813},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.2593032717704773},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.17969298362731934},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09359502792358398},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-44038-1_87","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-44038-1_87","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"},{"id":"mag:3115617236","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002221701932137","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":null,"is_accepted":false,"is_published":null,"raw_source_name":"Advances in intelligent systems and computing","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W435759517","https://openalex.org/W1484413656","https://openalex.org/W1935156299","https://openalex.org/W1969733464","https://openalex.org/W2004043832","https://openalex.org/W2018499021","https://openalex.org/W2023995721","https://openalex.org/W2034611435","https://openalex.org/W2089892886","https://openalex.org/W2092300972","https://openalex.org/W2100176599","https://openalex.org/W2123077969","https://openalex.org/W2124532504","https://openalex.org/W2126506540","https://openalex.org/W2127414123","https://openalex.org/W2131816657","https://openalex.org/W2149955986","https://openalex.org/W2163187958","https://openalex.org/W2165063012","https://openalex.org/W2309308890","https://openalex.org/W2396932848","https://openalex.org/W2507703384","https://openalex.org/W2519344246","https://openalex.org/W2561248584","https://openalex.org/W2605606249","https://openalex.org/W2746187976","https://openalex.org/W2753920499","https://openalex.org/W2762041969","https://openalex.org/W2774030155","https://openalex.org/W2801786826","https://openalex.org/W2804380031","https://openalex.org/W2981783341","https://openalex.org/W3121716587","https://openalex.org/W3124658167","https://openalex.org/W4238081281","https://openalex.org/W6628750762"],"related_works":["https://openalex.org/W3125376146","https://openalex.org/W2081577806","https://openalex.org/W4256656118","https://openalex.org/W2262093139","https://openalex.org/W3124496798","https://openalex.org/W2599734292","https://openalex.org/W2012173785","https://openalex.org/W3154069861","https://openalex.org/W3011906193","https://openalex.org/W2365888598"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}