{"id":"https://openalex.org/W2887827092","doi":"https://doi.org/10.1007/s40815-018-0525-0","title":"Comparing Two Novel Hybrid MRDM Approaches to Consumer Credit Scoring Under Uncertainty and Fuzzy Judgments","display_name":"Comparing Two Novel Hybrid MRDM Approaches to Consumer Credit Scoring Under Uncertainty and Fuzzy Judgments","publication_year":2018,"publication_date":"2018-08-07","ids":{"openalex":"https://openalex.org/W2887827092","doi":"https://doi.org/10.1007/s40815-018-0525-0","mag":"2887827092"},"language":"en","primary_location":{"id":"doi:10.1007/s40815-018-0525-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40815-018-0525-0","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/A5050133146","display_name":"Kao-Yi Shen","orcid":"https://orcid.org/0000-0001-6659-2684"},"institutions":[{"id":"https://openalex.org/I205612303","display_name":"Chinese Culture University","ror":"https://ror.org/04shepe48","country_code":"TW","type":"education","lineage":["https://openalex.org/I205612303"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kao-Yi Shen","raw_affiliation_strings":["Department of Banking and Finance, Chinese Culture University (SCE), Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Banking and Finance, Chinese Culture University (SCE), Taipei, Taiwan","institution_ids":["https://openalex.org/I205612303"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101040452","display_name":"Hioshi Sakai","orcid":null},"institutions":[{"id":"https://openalex.org/I207014233","display_name":"Kyushu Institute of Technology","ror":"https://ror.org/02278tr80","country_code":"JP","type":"education","lineage":["https://openalex.org/I207014233"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hioshi Sakai","raw_affiliation_strings":["Mathematical Sciences Section, Department of Basic Science, Faculty of Engineering, Kyushu Institute of Technology, Kitakyushu, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematical Sciences Section, Department of Basic Science, Faculty of Engineering, Kyushu Institute of Technology, Kitakyushu, Japan","institution_ids":["https://openalex.org/I207014233"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046523549","display_name":"Gwo\u2010Hshiung Tzeng","orcid":"https://orcid.org/0000-0003-1856-7497"},"institutions":[{"id":"https://openalex.org/I99613584","display_name":"National Taipei University","ror":"https://ror.org/03e29r284","country_code":"TW","type":"education","lineage":["https://openalex.org/I99613584"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Gwo-Hshiung Tzeng","raw_affiliation_strings":["Institute of Urban Planning, College of Public Affairs, National Taipei University, 151, University Rd., San Shia District, New Taipei City, 23741, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Urban Planning, College of Public Affairs, National Taipei University, 151, University Rd., San Shia District, New Taipei City, 23741, Taiwan","institution_ids":["https://openalex.org/I99613584"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046523549"],"corresponding_institution_ids":["https://openalex.org/I99613584"],"apc_list":{"value":3490,"currency":"USD","value_usd":3490},"apc_paid":null,"fwci":1.5182,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.84809121,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"21","issue":"1","first_page":"194","last_page":"212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9958000183105469,"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"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9958000183105469,"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"}},{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9957000017166138,"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":0.9883999824523926,"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/computer-science","display_name":"Computer science","score":0.7506095170974731},{"id":"https://openalex.org/keywords/loan","display_name":"Loan","score":0.6466478109359741},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.5689194202423096},{"id":"https://openalex.org/keywords/consumer-confidence-index","display_name":"Consumer confidence index","score":0.5215209126472473},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.5154067277908325},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5046385526657104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4665054678916931},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4376411437988281},{"id":"https://openalex.org/keywords/bank-credit","display_name":"Bank credit","score":0.4218243956565857},{"id":"https://openalex.org/keywords/soft-computing","display_name":"Soft computing","score":0.4122507572174072},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3902597725391388},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.19845345616340637},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.17962977290153503},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.17848318815231323},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08633315563201904}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7506095170974731},{"id":"https://openalex.org/C2777764128","wikidata":"https://www.wikidata.org/wiki/Q189539","display_name":"Loan","level":2,"score":0.6466478109359741},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.5689194202423096},{"id":"https://openalex.org/C96405632","wikidata":"https://www.wikidata.org/wiki/Q1128416","display_name":"Consumer confidence index","level":2,"score":0.5215209126472473},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.5154067277908325},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5046385526657104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4665054678916931},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4376411437988281},{"id":"https://openalex.org/C2993078247","wikidata":"https://www.wikidata.org/wiki/Q182076","display_name":"Bank credit","level":2,"score":0.4218243956565857},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.4122507572174072},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3902597725391388},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.19845345616340637},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.17962977290153503},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.17848318815231323},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08633315563201904},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40815-018-0525-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40815-018-0525-0","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"},{"id":"pmh:oai:https://irlib.pccu.edu.tw/:987654321/44655","is_oa":false,"landing_page_url":"https://irlib.pccu.edu.tw//handle/987654321/44655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G2782125694","display_name":null,"funder_award_id":"105-2410-H-034-019-MY2","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G6345261155","display_name":null,"funder_award_id":"104-2410-H-305-052-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320310974","display_name":"Tunghai University","ror":"https://ror.org/00zhvdn11"},{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W18938429","https://openalex.org/W52413485","https://openalex.org/W173895910","https://openalex.org/W194786220","https://openalex.org/W1528428636","https://openalex.org/W1546067212","https://openalex.org/W1554018745","https://openalex.org/W1586219143","https://openalex.org/W1608477047","https://openalex.org/W1755265914","https://openalex.org/W1760821402","https://openalex.org/W1840985414","https://openalex.org/W1872996274","https://openalex.org/W1973309770","https://openalex.org/W1975464269","https://openalex.org/W1982120517","https://openalex.org/W1998736688","https://openalex.org/W2003985069","https://openalex.org/W2026850448","https://openalex.org/W2030048833","https://openalex.org/W2034998024","https://openalex.org/W2052719321","https://openalex.org/W2065109455","https://openalex.org/W2067893130","https://openalex.org/W2070083848","https://openalex.org/W2072645699","https://openalex.org/W2101018402","https://openalex.org/W2101285186","https://openalex.org/W2112468092","https://openalex.org/W2131816657","https://openalex.org/W2168123127","https://openalex.org/W2183906909","https://openalex.org/W2273893358","https://openalex.org/W2365087604","https://openalex.org/W2469643629","https://openalex.org/W2506768821","https://openalex.org/W2525018552","https://openalex.org/W2565609746","https://openalex.org/W2585206336","https://openalex.org/W2804099782","https://openalex.org/W2884183964","https://openalex.org/W2890131721","https://openalex.org/W2962845528","https://openalex.org/W3122429246","https://openalex.org/W3124786382","https://openalex.org/W3150478326","https://openalex.org/W4211238074","https://openalex.org/W4289254296"],"related_works":["https://openalex.org/W2577390582","https://openalex.org/W2184490841","https://openalex.org/W3183992040","https://openalex.org/W4377700919","https://openalex.org/W2994448571","https://openalex.org/W4236451500","https://openalex.org/W1983200726","https://openalex.org/W4237705507","https://openalex.org/W4283791826","https://openalex.org/W2464910679"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}