{"id":"https://openalex.org/W4285215415","doi":"https://doi.org/10.1007/978-981-19-0475-2_11","title":"Representative-Based Cluster Undersampling Technique for Imbalanced Credit Scoring Datasets","display_name":"Representative-Based Cluster Undersampling Technique for Imbalanced Credit Scoring Datasets","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285215415","doi":"https://doi.org/10.1007/978-981-19-0475-2_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-19-0475-2_11","doi":"https://doi.org/10.1007/978-981-19-0475-2_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-0475-2_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5365","issn":["2194-5365","2194-5357"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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"},"volume":{"id":"https://openalex.org/W4285285988","display_name":"Innovations in Computational Intelligence and Computer Vision"},"type":"book-chapter","is_traditional":true,"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/A5028995752","display_name":"Sudhansu Ranjan Lenka","orcid":"https://orcid.org/0000-0002-2743-6192","observed_orcids":["https://orcid.org/0000-0002-2743-6192"]},"institutions":[{"id":"https://openalex.org/I4387930198","display_name":"C.V. Raman Global University","ror":"https://ror.org/032583b91","country_code":"IN","type":"education","lineage":["https://openalex.org/I4387930198"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sudhansu Ranjan Lenka","raw_affiliation_strings":["Department of Computer Sc. and Engineering, C.V.Raman Global University, Bhubaneswar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sc. and Engineering, C.V.Raman Global University, Bhubaneswar, India","institution_ids":["https://openalex.org/I4387930198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084135006","display_name":"Sukant Kishoro Bisoy","orcid":"https://orcid.org/0000-0002-2657-5799","observed_orcids":["https://orcid.org/0000-0002-2657-5799"]},"institutions":[{"id":"https://openalex.org/I4387930198","display_name":"C.V. Raman Global University","ror":"https://ror.org/032583b91","country_code":"IN","type":"education","lineage":["https://openalex.org/I4387930198"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sukant Kishoro Bisoy","raw_affiliation_strings":["Department of Computer Sc. and Engineering, C.V.Raman Global University, Bhubaneswar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sc. and Engineering, C.V.Raman Global University, Bhubaneswar, India","institution_ids":["https://openalex.org/I4387930198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035529348","display_name":"Rojalina Priyadarshini","orcid":"https://orcid.org/0000-0002-5481-5251","observed_orcids":["https://orcid.org/0000-0002-5481-5251"]},"institutions":[{"id":"https://openalex.org/I4387930198","display_name":"C.V. Raman Global University","ror":"https://ror.org/032583b91","country_code":"IN","type":"education","lineage":["https://openalex.org/I4387930198"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rojalina Priyadarshini","raw_affiliation_strings":["Department of Computer Sc. and Engineering, C.V.Raman Global University, Bhubaneswar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sc. and Engineering, C.V.Raman Global University, Bhubaneswar, India","institution_ids":["https://openalex.org/I4387930198"]}]},{"author_position":"last","author":{"id":null,"display_name":"Biswaranjan Nayak","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405277697","display_name":"Trident Academy of Technology","ror":"https://ror.org/03kckg173","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405277697"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Biswaranjan Nayak","raw_affiliation_strings":["Department of Computer Sc. and Engineering, Trident Academy of Technology, Bhubaneswar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sc. and Engineering, Trident Academy of Technology, Bhubaneswar, India","institution_ids":["https://openalex.org/I4405277697"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028995752"],"corresponding_institution_ids":["https://openalex.org/I4387930198"],"apc_list":null,"apc_paid":null,"fwci":1.4296,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.8289607,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"119","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":1.0,"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/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":9.999999747378752e-05,"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/T12384","display_name":"Customer churn and segmentation","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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":0.9869999885559082},{"id":"https://openalex.org/keywords/class-imbalance","display_name":"class imbalance","score":0.796999990940094},{"id":"https://openalex.org/keywords/undersampling","display_name":"undersampling","score":0.9580000042915344},{"id":"https://openalex.org/keywords/cute","display_name":"cute","score":0.6539999842643738},{"id":"https://openalex.org/keywords/minority-class","display_name":"minority class","score":0.7749999761581421},{"id":"https://openalex.org/keywords/representativeness","display_name":"representativeness","score":0.7739999890327454},{"id":"https://openalex.org/keywords/binary-classification","display_name":"binary classification","score":0.4860000014305115}],"concepts":[{"id":"https://openalex.org/C136536468","wikidata":"https://www.wikidata.org/wiki/Q1225894","display_name":"Undersampling","level":2,"score":0.9824250936508179},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.92647385597229},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.689408540725708},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6254220008850098},{"id":"https://openalex.org/C37381756","wikidata":"https://www.wikidata.org/wiki/Q20203288","display_name":"Representativeness heuristic","level":2,"score":0.5955720543861389},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5184561610221863},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4931723475456238},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4924381673336029},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.48190218210220337},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44892072677612305},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.41811442375183105},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3697752356529236},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1911984384059906},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16688400506973267},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-19-0475-2_11","doi":"https://doi.org/10.1007/978-981-19-0475-2_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-0475-2_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5365","issn":["2194-5365","2194-5357"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.4074000120162964}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1989137294","https://openalex.org/W2006210519","https://openalex.org/W2032308366","https://openalex.org/W2072615238","https://openalex.org/W2087240369","https://openalex.org/W2091007025","https://openalex.org/W2185967890","https://openalex.org/W2612634114","https://openalex.org/W2802240654","https://openalex.org/W2896206046","https://openalex.org/W3021434664","https://openalex.org/W3084170373"],"related_works":["https://openalex.org/W4385999896","https://openalex.org/W4383665049","https://openalex.org/W1998736688","https://openalex.org/W2943917172","https://openalex.org/W2739133112","https://openalex.org/W2999086996","https://openalex.org/W4288885812","https://openalex.org/W4407958920","https://openalex.org/W7161918056","https://openalex.org/W2402056797"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2022-07-14T00:00:00"}
