{"id":"https://openalex.org/W4391851856","doi":"https://doi.org/10.1007/978-3-031-45642-8_38","title":"Credit Risk Scoring: A Stacking Generalization Approach","display_name":"Credit Risk Scoring: A Stacking Generalization Approach","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391851856","doi":"https://doi.org/10.1007/978-3-031-45642-8_38"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-45642-8_38","doi":"https://doi.org/10.1007/978-3-031-45642-8_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-45642-8_38","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4391854320","display_name":"Information Systems and Technologies"},"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://run.unl.pt/bitstream/10362/163705/2/Credit_Risk_Scoring_A_Stacking_Generalization_Approach_AAM.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133837052","display_name":"Bernardo Raimundo","orcid":"https://orcid.org/0009-0005-6021-3053","observed_orcids":["https://orcid.org/0009-0005-6021-3053"]},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Bernardo Raimundo","raw_affiliation_strings":["NOVA IMS - Universidade Nova de Lisboa, Lisbon, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NOVA IMS - Universidade Nova de Lisboa, Lisbon, Portugal","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051215329","display_name":"Jorge Miguel Bravo","orcid":"https://orcid.org/0000-0002-7389-5103","observed_orcids":["https://orcid.org/0000-0002-7389-5103"]},"institutions":[{"id":"https://openalex.org/I110026055","display_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","ror":"https://ror.org/014837179","country_code":"PT","type":"education","lineage":["https://openalex.org/I110026055"]},{"id":"https://openalex.org/I4405252708","display_name":"Centro de Estudos e Forma\u00e7\u00e3o Avan\u00e7ada em Gest\u00e3o e Economia","ror":"https://ror.org/00z72xb75","country_code":"PT","type":"education","lineage":["https://openalex.org/I4405252708"]},{"id":"https://openalex.org/I4405252956","display_name":"MagIC","ror":"https://ror.org/005a50d87","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4405252956","https://openalex.org/I83558840"]},{"id":"https://openalex.org/I4405257716","display_name":"Unidade de Investiga\u00e7\u00e3o em Desenvolvimento Empresarial","ror":"https://ror.org/05kaje043","country_code":"PT","type":"education","lineage":["https://openalex.org/I110026055","https://openalex.org/I4405257716"]},{"id":"https://openalex.org/I56435720","display_name":"Universit\u00e9 Paris Dauphine-PSL","ror":"https://ror.org/052bz7812","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580","https://openalex.org/I56435720"]},{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["FR","PT"],"is_corresponding":true,"raw_author_name":"Jorge M. Bravo","raw_affiliation_strings":["NOVA IMS - Universidade Nova de Lisboa & MagIC & Universit\u00e9 Paris-Dauphine PSL & ISCTE-IUL Business Research Unit (BRU-IUL) & CEFAGE-UE, Lisbon, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-7389-5103","affiliations":[{"raw_affiliation_string":"NOVA IMS - Universidade Nova de Lisboa & MagIC & Universit\u00e9 Paris-Dauphine PSL & ISCTE-IUL Business Research Unit (BRU-IUL) & CEFAGE-UE, Lisbon, Portugal","institution_ids":["https://openalex.org/I110026055","https://openalex.org/I4405252708","https://openalex.org/I4405252956","https://openalex.org/I4405257716","https://openalex.org/I56435720","https://openalex.org/I83558840"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5051215329"],"corresponding_institution_ids":["https://openalex.org/I110026055","https://openalex.org/I4405252708","https://openalex.org/I4405252956","https://openalex.org/I4405257716","https://openalex.org/I56435720","https://openalex.org/I83558840"],"apc_list":null,"apc_paid":null,"fwci":7.2007,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.9681315,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"382","last_page":"396"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9990000128746033,"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":0.9990000128746033,"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":0.00039999998989515007,"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/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/credit-scoring","display_name":"credit scoring","score":0.8740000128746033},{"id":"https://openalex.org/keywords/super-learner","display_name":"super learner","score":0.6890000104904175},{"id":"https://openalex.org/keywords/credit-rating-prediction","display_name":"credit rating prediction","score":0.7739999890327454},{"id":"https://openalex.org/keywords/loan-default-probability","display_name":"loan default probability","score":0.8510000109672546},{"id":"https://openalex.org/keywords/peer-to-peer-lending","display_name":"peer-to-peer lending","score":0.9959999918937683},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"ensemble learning","score":0.5740000009536743},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.7870000004768372},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"hyperparameter optimization","score":1.0},{"id":"https://openalex.org/keywords/model-uncertainty","display_name":"model uncertainty","score":0.8109999895095825},{"id":"https://openalex.org/keywords/loan-delinquency","display_name":"loan delinquency","score":0.8379999995231628}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7389348149299622},{"id":"https://openalex.org/C33347731","wikidata":"https://www.wikidata.org/wiki/Q285210","display_name":"Stacking","level":2,"score":0.6552567481994629},{"id":"https://openalex.org/C178350159","wikidata":"https://www.wikidata.org/wiki/Q162714","display_name":"Credit risk","level":2,"score":0.46634477376937866},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.39225274324417114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37903422117233276},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.36475569009780884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3295040428638458},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21458658576011658},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06051519513130188},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.04678219556808472},{"id":"https://openalex.org/C46141821","wikidata":"https://www.wikidata.org/wiki/Q209402","display_name":"Nuclear magnetic resonance","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-45642-8_38","doi":"https://doi.org/10.1007/978-3-031-45642-8_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-45642-8_38","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},{"id":"pmh:oai:run.unl.pt:10362/163705","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10362/163705","pdf_url":"https://run.unl.pt/bitstream/10362/163705/2/Credit_Risk_Scoring_A_Stacking_Generalization_Approach_AAM.pdf","source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference object"},{"id":"pmh:oai:run.unl.pt:10362/149734","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10362/149734","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"master thesis"}],"best_oa_location":{"id":"pmh:oai:run.unl.pt:10362/163705","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10362/163705","pdf_url":"https://run.unl.pt/bitstream/10362/163705/2/Credit_Risk_Scoring_A_Stacking_Generalization_Approach_AAM.pdf","source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference object"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G291628455","display_name":"Unidade de Investiga\u00e7\u00e3o em Desenvolvimento Empresarial - UNIDE","funder_award_id":"UIDB/00315/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G6143010816","display_name":null,"funder_award_id":"UIDB/04152","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G84549046","display_name":"Centro de Investiga\u00e7\u00e3o em Gest\u00e3o de Informa\u00e7\u00e3o","funder_award_id":"UIDB/04152/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320317164","display_name":"ISCTE \u2013 Instituto Universit\u00e1rio de Lisboa","ror":"https://ror.org/014837179"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391851856.pdf","grobid_xml":"https://content.openalex.org/works/W4391851856.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W1534477342","https://openalex.org/W1569155118","https://openalex.org/W1673066967","https://openalex.org/W1971547695","https://openalex.org/W1980770954","https://openalex.org/W1998736688","https://openalex.org/W2005596732","https://openalex.org/W2093829413","https://openalex.org/W2103780778","https://openalex.org/W2124532504","https://openalex.org/W2131816657","https://openalex.org/W2148143831","https://openalex.org/W2315426463","https://openalex.org/W2336505047","https://openalex.org/W2407212869","https://openalex.org/W2481897712","https://openalex.org/W2515274501","https://openalex.org/W2606916050","https://openalex.org/W2737855739","https://openalex.org/W2759653811","https://openalex.org/W2761700016","https://openalex.org/W2793304295","https://openalex.org/W2803781749","https://openalex.org/W2806286552","https://openalex.org/W2903950532","https://openalex.org/W2969061228","https://openalex.org/W3000473633","https://openalex.org/W3035660671","https://openalex.org/W3121363749","https://openalex.org/W3128585973","https://openalex.org/W3133780697","https://openalex.org/W3135429893","https://openalex.org/W3148181069","https://openalex.org/W3158738363","https://openalex.org/W3162090594","https://openalex.org/W3162970916","https://openalex.org/W3181058816","https://openalex.org/W3188266647","https://openalex.org/W4200403779","https://openalex.org/W4232478844","https://openalex.org/W4239510810","https://openalex.org/W4285288756","https://openalex.org/W4289260730"],"related_works":["https://openalex.org/W7111794866","https://openalex.org/W2761700016","https://openalex.org/W3168243469","https://openalex.org/W3005779605","https://openalex.org/W4411949798","https://openalex.org/W4416985833","https://openalex.org/W4293208745","https://openalex.org/W3003225788","https://openalex.org/W3203259065","https://openalex.org/W7131393655"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-02-16T00:00:00"}