{"id":"https://openalex.org/W1773633997","doi":"https://doi.org/10.1007/978-3-642-17080-5_20","title":"Learning without Default: A Study of One-Class Classification and the Low-Default Portfolio Problem","display_name":"Learning without Default: A Study of One-Class Classification and the Low-Default Portfolio Problem","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1773633997","doi":"https://doi.org/10.1007/978-3-642-17080-5_20","mag":"1773633997"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-17080-5_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-17080-5_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arrow.tudublin.ie/scschcomcon/66","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044738212","display_name":"Kenneth Kennedy","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kenneth Kennedy","raw_affiliation_strings":["School of Computing, Dublin Institute of Technology, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"School of Computing, Dublin Institute of Technology, Dublin, Ireland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084251444","display_name":"Brian Mac Namee","orcid":"https://orcid.org/0000-0003-2518-0274"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brian Mac Namee","raw_affiliation_strings":["School of Computing, Dublin Institute of Technology, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"School of Computing, Dublin Institute of Technology, Dublin, Ireland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067047073","display_name":"Sarah Jane Delany","orcid":"https://orcid.org/0000-0002-2062-7439"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sarah Jane Delany","raw_affiliation_strings":["Digital Media Centre, Dublin Institute of Technology, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Digital Media Centre, Dublin Institute of Technology, Dublin, Ireland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044738212"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":15.5779,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.9916332,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"174","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9984999895095825,"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/T11496","display_name":"Credit Risk and Financial Regulations","score":0.9822999835014343,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.7781676650047302},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.7652842998504639},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6293691396713257},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5721817016601562},{"id":"https://openalex.org/keywords/portfolio","display_name":"Portfolio","score":0.5516725778579712},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.4891345798969269},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47795748710632324},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.16941365599632263},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.11182230710983276},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09367743134498596}],"concepts":[{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.7781676650047302},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.7652842998504639},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6293691396713257},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5721817016601562},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.5516725778579712},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.4891345798969269},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47795748710632324},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.16941365599632263},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.11182230710983276},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09367743134498596},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-642-17080-5_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-17080-5_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arrow.tudublin.ie:scschcomcon-1067","is_oa":true,"landing_page_url":"https://arrow.tudublin.ie/scschcomcon/66","pdf_url":"https://arrow.tudublin.ie/scschcomcon/66","source":{"id":"https://openalex.org/S4306402084","display_name":"ARROW@Dublin Institute of Technology (Dublin Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I115570527","host_organization_name":"Dublin Institute of Technology","host_organization_lineage":["https://openalex.org/I115570527"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Conference papers","raw_type":null},{"id":"pmh:http://www.rian.ie/46123/","is_oa":false,"landing_page_url":"https://arrow.dit.ie/scschcomcon/66","pdf_url":null,"source":{"id":"https://openalex.org/S4306400033","display_name":"Arrow@dit (Dublin Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I115570527","host_organization_name":"Dublin Institute of Technology","host_organization_lineage":["https://openalex.org/I115570527"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Conference papers","raw_type":"Conference item"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.359.5609","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.359.5609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arrow.tudublin.ie:scschcomcon-1067","is_oa":true,"landing_page_url":"https://arrow.tudublin.ie/scschcomcon/66","pdf_url":"https://arrow.tudublin.ie/scschcomcon/66","source":{"id":"https://openalex.org/S4306402084","display_name":"ARROW@Dublin Institute of Technology (Dublin Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I115570527","host_organization_name":"Dublin Institute of Technology","host_organization_lineage":["https://openalex.org/I115570527"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Conference papers","raw_type":null},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320858","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1773633997.pdf","grobid_xml":"https://content.openalex.org/works/W1773633997.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W32508865","https://openalex.org/W87312633","https://openalex.org/W1487385582","https://openalex.org/W1488833649","https://openalex.org/W1503432700","https://openalex.org/W1520065212","https://openalex.org/W1570448133","https://openalex.org/W1941659294","https://openalex.org/W1965895350","https://openalex.org/W1970088130","https://openalex.org/W1976526581","https://openalex.org/W1982120517","https://openalex.org/W1993220166","https://openalex.org/W2015406385","https://openalex.org/W2023299139","https://openalex.org/W2033705779","https://openalex.org/W2064065622","https://openalex.org/W2093829413","https://openalex.org/W2100294832","https://openalex.org/W2105014086","https://openalex.org/W2105298717","https://openalex.org/W2122646361","https://openalex.org/W2123098109","https://openalex.org/W2123504579","https://openalex.org/W2128420091","https://openalex.org/W2132870739","https://openalex.org/W2135411679","https://openalex.org/W2135722266","https://openalex.org/W2137130182","https://openalex.org/W2153635508","https://openalex.org/W2156909104","https://openalex.org/W2167793421","https://openalex.org/W2168123127","https://openalex.org/W2466512847","https://openalex.org/W2966207845","https://openalex.org/W3017143921","https://openalex.org/W3120740533","https://openalex.org/W3145848651","https://openalex.org/W3208688400","https://openalex.org/W4240338048","https://openalex.org/W4246158273","https://openalex.org/W6738847827","https://openalex.org/W6793363633"],"related_works":["https://openalex.org/W2766503024","https://openalex.org/W4206637278","https://openalex.org/W2781247653","https://openalex.org/W4386005305","https://openalex.org/W3082051559","https://openalex.org/W1682621979","https://openalex.org/W4386214543","https://openalex.org/W1969988626","https://openalex.org/W2953675148","https://openalex.org/W2300921526"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}