{"id":"https://openalex.org/W169501119","doi":"https://doi.org/10.1007/978-3-642-24466-7_45","title":"Classification of Large Imbalanced Credit Client Data with Cluster Based SVM","display_name":"Classification of Large Imbalanced Credit Client Data with Cluster Based SVM","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W169501119","doi":"https://doi.org/10.1007/978-3-642-24466-7_45","mag":"169501119"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-24466-7_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-24466-7_45","pdf_url":null,"source":{"id":"https://openalex.org/S4210194094","display_name":"Studies in classification, data analysis, and knowledge organization","issn_l":"1431-8814","issn":["1431-8814","2198-3321"],"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":"Studies in Classification, Data Analysis, and Knowledge Organization","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/A5020353339","display_name":"Ralf Stecking","orcid":null},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Ralf Stecking","raw_affiliation_strings":["Department of Economics, Carl von Ossietzky University Oldenburg, D-26111, Oldenburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economics, Carl von Ossietzky University Oldenburg, D-26111, Oldenburg, Germany","institution_ids":["https://openalex.org/I129877168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042640860","display_name":"Klaus B. Schebesch","orcid":"https://orcid.org/0000-0002-8447-8217"},"institutions":[{"id":"https://openalex.org/I4210106141","display_name":"Vasile Goldis Western University of Arad","ror":"https://ror.org/01e0stw12","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210106141"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Klaus B. Schebesch","raw_affiliation_strings":["Faculty of Economics, Vasile Goldi\u015f Western University Arad, Arad, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Economics, Vasile Goldi\u015f Western University Arad, Arad, Romania","institution_ids":["https://openalex.org/I4210106141"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020353339"],"corresponding_institution_ids":["https://openalex.org/I129877168"],"apc_list":null,"apc_paid":null,"fwci":1.4113,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83583815,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"443","last_page":"451"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9955000281333923,"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":0.9955000281333923,"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":0.9951000213623047,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9365000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7481183409690857},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7477670907974243},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6589999794960022},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5835443139076233},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5783560872077942},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5576455593109131},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.5491136312484741},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.47642502188682556},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.4205317199230194},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3394864797592163}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7481183409690857},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7477670907974243},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6589999794960022},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5835443139076233},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5783560872077942},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5576455593109131},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.5491136312484741},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.47642502188682556},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.4205317199230194},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3394864797592163}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-24466-7_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-24466-7_45","pdf_url":null,"source":{"id":"https://openalex.org/S4210194094","display_name":"Studies in classification, data analysis, and knowledge organization","issn_l":"1431-8814","issn":["1431-8814","2198-3321"],"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":"Studies in Classification, Data Analysis, and Knowledge Organization","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W145450961","https://openalex.org/W158759942","https://openalex.org/W1499638941","https://openalex.org/W1516407653","https://openalex.org/W1529313332","https://openalex.org/W1549853718","https://openalex.org/W1607624180","https://openalex.org/W1965059296","https://openalex.org/W1965895350","https://openalex.org/W1992419399","https://openalex.org/W2015406385","https://openalex.org/W2048045850","https://openalex.org/W2087702277","https://openalex.org/W2104819623","https://openalex.org/W2127218421","https://openalex.org/W2157825442","https://openalex.org/W2325183536","https://openalex.org/W4235500030"],"related_works":["https://openalex.org/W2099369243","https://openalex.org/W2345184372","https://openalex.org/W4223656335","https://openalex.org/W3194539120","https://openalex.org/W2136184105","https://openalex.org/W2187500075","https://openalex.org/W2907729382","https://openalex.org/W2366051640","https://openalex.org/W2234560492","https://openalex.org/W2266135166"],"abstract_inverted_index":null,"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
