{"id":"https://openalex.org/W2039992778","doi":"https://doi.org/10.1109/fskd.2010.5569609","title":"A method combined of support vector machine and F-scores for customer classification","display_name":"A method combined of support vector machine and F-scores for customer classification","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2039992778","doi":"https://doi.org/10.1109/fskd.2010.5569609","mag":"2039992778"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2010.5569609","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569609","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","raw_type":"proceedings-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/A5023749439","display_name":"Zhiwen Huang","orcid":"https://orcid.org/0000-0003-3021-5662"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiwen Huang","raw_affiliation_strings":["Department of Information Management and Information System, Xi'an University of Technology, Xi'an, China","Department of Information Management and Information System, Xi'an University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Department of Information Management and Information System, Xi'an University of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"Department of Information Management and Information System, Xi'an University of Technology, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Gangl Duan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gangl Duan","raw_affiliation_strings":["Department of Information Management and Information System, Xi'an University of Technology, Xi'an, China","Department of Information Management and Information System, Xi'an University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Department of Information Management and Information System, Xi'an University of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"Department of Information Management and Information System, Xi'an University of Technology, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102939225","display_name":"Jianren Wang","orcid":"https://orcid.org/0000-0001-9350-1813"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianren Wang","raw_affiliation_strings":["Department of Information Management and Information System, Xi'an University of Technology, Xi'an, China","Department of Information Management and Information System, Xi'an University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Department of Information Management and Information System, Xi'an University of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"Department of Information Management and Information System, Xi'an University of Technology, China","institution_ids":["https://openalex.org/I4210131919"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023749439"],"corresponding_institution_ids":["https://openalex.org/I4210131919"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.23079609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"13","issue":null,"first_page":"2702","last_page":"2705"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14368","display_name":"Evaluation and Optimization Models","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.980400025844574,"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":0.8202383518218994},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.8058316111564636},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.7371313571929932},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6907228827476501},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6260779500007629},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6064431667327881},{"id":"https://openalex.org/keywords/credit-card","display_name":"Credit card","score":0.5740331411361694},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"Relevance vector machine","score":0.5396795868873596},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.535639762878418},{"id":"https://openalex.org/keywords/structured-support-vector-machine","display_name":"Structured support vector machine","score":0.44817695021629333},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.44630759954452515},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3957253694534302},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1356513798236847},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1252393126487732}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8202383518218994},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.8058316111564636},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7371313571929932},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6907228827476501},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6260779500007629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6064431667327881},{"id":"https://openalex.org/C2983355114","wikidata":"https://www.wikidata.org/wiki/Q161380","display_name":"Credit card","level":3,"score":0.5740331411361694},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.5396795868873596},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.535639762878418},{"id":"https://openalex.org/C125168437","wikidata":"https://www.wikidata.org/wiki/Q7625184","display_name":"Structured support vector machine","level":3,"score":0.44817695021629333},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.44630759954452515},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3957253694534302},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1356513798236847},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1252393126487732},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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:10.1109/fskd.2010.5569609","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569609","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"No poverty","id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1484777458","https://openalex.org/W1510852626","https://openalex.org/W1869391892","https://openalex.org/W2036350498","https://openalex.org/W2055522016","https://openalex.org/W2064502128","https://openalex.org/W2139212933","https://openalex.org/W6639165917"],"related_works":["https://openalex.org/W4291214623","https://openalex.org/W2683383161","https://openalex.org/W2119118554","https://openalex.org/W2352397209","https://openalex.org/W2528215262","https://openalex.org/W2189588699","https://openalex.org/W2565312173","https://openalex.org/W147281455","https://openalex.org/W2019129831","https://openalex.org/W2387907531"],"abstract_inverted_index":{"To":[0],"overcome":[1],"the":[2,5,43,54,58],"shortages":[3],"of":[4,28,45,57,73],"existing":[6],"customer":[7,35,49],"classification":[8,36],"method":[9,26],"such":[10],"as":[11],"strict":[12],"hypothesis,":[13],"poor":[14],"generalization":[15,71],"ability,":[16],"low":[17,21],"prediction":[18],"accuracy":[19],"and":[20,30,39,70],"learning":[22,69],"rate":[23],"etc.,":[24],"a":[25],"combined":[27],"F-scores":[29],"support":[31],"vector":[32],"machine":[33],"for":[34],"was":[37,40],"proposed,":[38],"applied":[41],"to":[42],"problem":[44],"bank":[46],"credit":[47],"card":[48],"classification.":[50],"Empirical":[51],"analysis":[52],"shows":[53],"validation":[55],"accuracies":[56],"final":[59],"model":[60,75],"can":[61],"achieve":[62],"95%":[63],"or":[64],"more,":[65],"which":[66],"concludes":[67],"that":[68],"abilities":[72],"this":[74],"are":[76],"excellent.":[77]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}