{"id":"https://openalex.org/W1128184534","doi":"https://doi.org/10.1007/s40815-015-0063-y","title":"Credit Rating Analysis by the Decision-Tree Support Vector Machine with Ensemble Strategies","display_name":"Credit Rating Analysis by the Decision-Tree Support Vector Machine with Ensemble Strategies","publication_year":2015,"publication_date":"2015-07-17","ids":{"openalex":"https://openalex.org/W1128184534","doi":"https://doi.org/10.1007/s40815-015-0063-y","mag":"1128184534"},"language":"en","primary_location":{"id":"doi:10.1007/s40815-015-0063-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40815-015-0063-y","pdf_url":null,"source":{"id":"https://openalex.org/S18792341","display_name":"International Journal of Fuzzy Systems","issn_l":"1562-2479","issn":["1562-2479","2199-3211"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy Systems","raw_type":"journal-article"},"type":"article","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/A5053089335","display_name":"Ping\u2010Feng Pai","orcid":"https://orcid.org/0000-0002-4020-3326"},"institutions":[{"id":"https://openalex.org/I193365169","display_name":"National Chi Nan University","ror":"https://ror.org/03ha6v181","country_code":"TW","type":"education","lineage":["https://openalex.org/I193365169"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ping-Feng Pai","raw_affiliation_strings":["Department of Information Management, National Chi Nan University, 1, University Rd., Puli, Nantou, 545, Taiwan, ROC","National Chi-nan Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Chi Nan University, 1, University Rd., Puli, Nantou, 545, Taiwan, ROC","institution_ids":["https://openalex.org/I193365169"]},{"raw_affiliation_string":"National Chi-nan Univ","institution_ids":["https://openalex.org/I193365169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027854401","display_name":"Yi-Shien Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I193365169","display_name":"National Chi Nan University","ror":"https://ror.org/03ha6v181","country_code":"TW","type":"education","lineage":["https://openalex.org/I193365169"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Shien Tan","raw_affiliation_strings":["Department of Information Management, National Chi Nan University, 1, University Rd., Puli, Nantou, 545, Taiwan, ROC","National Chi-nan Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Chi Nan University, 1, University Rd., Puli, Nantou, 545, Taiwan, ROC","institution_ids":["https://openalex.org/I193365169"]},{"raw_affiliation_string":"National Chi-nan Univ","institution_ids":["https://openalex.org/I193365169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029621994","display_name":"Ming-Fu Hsu","orcid":"https://orcid.org/0000-0002-8936-9861"},"institutions":[{"id":"https://openalex.org/I193365169","display_name":"National Chi Nan University","ror":"https://ror.org/03ha6v181","country_code":"TW","type":"education","lineage":["https://openalex.org/I193365169"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Fu Hsu","raw_affiliation_strings":["Department of International Business Studies, National Chi Nan University, 1, University Rd., Puli, Nantou, 545, Taiwan, ROC","National Chi-nan Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of International Business Studies, National Chi Nan University, 1, University Rd., Puli, Nantou, 545, Taiwan, ROC","institution_ids":["https://openalex.org/I193365169"]},{"raw_affiliation_string":"National Chi-nan Univ","institution_ids":["https://openalex.org/I193365169"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053089335"],"corresponding_institution_ids":["https://openalex.org/I193365169"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3490},"apc_paid":null,"fwci":1.9041,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.88033007,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"17","issue":"4","first_page":"521","last_page":"530"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9955000281333923,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/decision-tree","display_name":"Decision tree","score":0.7349680662155151},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7331207990646362},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.6814941167831421},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6376471519470215},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.608338475227356},{"id":"https://openalex.org/keywords/credit-rating","display_name":"Credit rating","score":0.5874649882316589},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5771160125732422},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5735818147659302},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5234431624412537},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.44717901945114136},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4158242642879486},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41184020042419434},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40471789240837097},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.3316740393638611},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13324692845344543},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.100882887840271}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7349680662155151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7331207990646362},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.6814941167831421},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6376471519470215},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.608338475227356},{"id":"https://openalex.org/C205208723","wikidata":"https://www.wikidata.org/wiki/Q372765","display_name":"Credit rating","level":2,"score":0.5874649882316589},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5771160125732422},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5735818147659302},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5234431624412537},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.44717901945114136},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4158242642879486},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41184020042419434},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40471789240837097},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3316740393638611},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13324692845344543},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.100882887840271},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s40815-015-0063-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40815-015-0063-y","pdf_url":null,"source":{"id":"https://openalex.org/S18792341","display_name":"International Journal of Fuzzy Systems","issn_l":"1562-2479","issn":["1562-2479","2199-3211"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W135311109","https://openalex.org/W1512098439","https://openalex.org/W1574862351","https://openalex.org/W1601529450","https://openalex.org/W1604938182","https://openalex.org/W1970277521","https://openalex.org/W1971259144","https://openalex.org/W1974978265","https://openalex.org/W1975421067","https://openalex.org/W1981934113","https://openalex.org/W1984540239","https://openalex.org/W1986190044","https://openalex.org/W1989005324","https://openalex.org/W1999126347","https://openalex.org/W2000209534","https://openalex.org/W2000827064","https://openalex.org/W2004076523","https://openalex.org/W2005829528","https://openalex.org/W2012672080","https://openalex.org/W2014915963","https://openalex.org/W2016361990","https://openalex.org/W2022014145","https://openalex.org/W2024214333","https://openalex.org/W2025025456","https://openalex.org/W2026557553","https://openalex.org/W2029851751","https://openalex.org/W2037877289","https://openalex.org/W2045207967","https://openalex.org/W2047869949","https://openalex.org/W2051455168","https://openalex.org/W2056863700","https://openalex.org/W2062332571","https://openalex.org/W2066354979","https://openalex.org/W2066795664","https://openalex.org/W2070083848","https://openalex.org/W2070253211","https://openalex.org/W2072026441","https://openalex.org/W2073109200","https://openalex.org/W2073327029","https://openalex.org/W2073747079","https://openalex.org/W2074805963","https://openalex.org/W2079492342","https://openalex.org/W2081010711","https://openalex.org/W2083528810","https://openalex.org/W2085831731","https://openalex.org/W2104046064","https://openalex.org/W2104757522","https://openalex.org/W2119821739","https://openalex.org/W2127199780","https://openalex.org/W2131064753","https://openalex.org/W2136589898","https://openalex.org/W2150098897","https://openalex.org/W2153104898","https://openalex.org/W2156909104","https://openalex.org/W2157239837","https://openalex.org/W2162394719","https://openalex.org/W2162523902","https://openalex.org/W2163094209","https://openalex.org/W2168228682","https://openalex.org/W2188980103","https://openalex.org/W2229641681","https://openalex.org/W2492794003","https://openalex.org/W2998778915","https://openalex.org/W3122333907","https://openalex.org/W3163638146","https://openalex.org/W4246916755","https://openalex.org/W4255833381","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2392963705","https://openalex.org/W2107349454","https://openalex.org/W2382278777","https://openalex.org/W2353240132","https://openalex.org/W1587347718","https://openalex.org/W2375932290","https://openalex.org/W1964260090","https://openalex.org/W1486178390","https://openalex.org/W138553499","https://openalex.org/W2167403502"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-16T07:32:37.131356","created_date":"2025-10-10T00:00:00"}
