{“id”:“https://openalex.org/W2004076523“,”doi“:”https://doi.org/10.1016/j.eswa.2010.06.048“,”title“:“针对信用评分的集成学习的比较评估”,”display_name“:“对于信用评分的集合学习的比较评价”,”publication_year“:2011,”publiation_date“:”2011-01-01“,”ids“:{”openalex“:”https://openalex.org/W2004076523“,”doi“:”https://doi.org/10.1016/j.eswa.2010.06.048“,”mag“:”2004076523“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1016/j.eswa.2010.06.048“,”pdf_url“:null,”source“:{”id“:”https://openalex.org/S13144211“,”“display_name”:“带应用程序的专家系统”,“issn_l”:“0957-4174”,“isn”:[“0957-4 174”、“1873-6793”],“is_oa”:false,“is_ in_doaj”:false,“host_organization”:“https://openalex.org/P4310320990“,”“host_organization_name”:“Elsevier BV”,“host_organization_lineage”:[“https://openalex.org/P4310320990“],”host_organization_lineage_names“:[”Elsevier BV“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false},”type“:”article“,”type_crossref“:“jornal-article”,“indexed_in”:[”crossref“],pository_has_fulltext“:false},”authorships“:[{”author_position“:”first“,”author“:{”id“:”https://openalex.org/A5067617335“,”display_name“:”Gang Wang“,”orcid“:”https://orcid.org/0000-0002-6395-9409},“机构”:[{“id”:https://openalex.org/I168719708“,”display_name“:”香港城市大学“,”ror“:”https://ror.org/03q8dnn23“,”country_code“:”HK“,”type“:“教育”,”世系“:[”https://openalex.org/I168719708“]},{”id“:”https://openalex.org/I16365422“,”display_name“:”合肥工业大学“,”ror“:”https://ror.org/02czkny70“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I16365422“]}],”countries“:[”CN“,”HK“],”is_corresponding“:true,”raw_author_name“:”Gang Wang“,”rau_affiliation_strings“:”香港九龙达之路香港城市大学信息系统系“,”合肥理工大学管理学院,安徽合肥230009,“],“afliations”:[{“raw_affilition_string”:“香港九龙达之道香港城市大学信息系统系“,“institution_ids”:[“https://openalex.org/I168719708“]},{”raw_affiliation_string“:”合肥工业大学管理学院,合肥,安徽230009“,”institution_ids“:[”https://openalex.org/I16365422“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5008311156“,”display_name“:”郝江“,”orcid“:”https://orcid.org/0000-0002-3355-0063},“机构”:[{“id”:https://openalex.org/I168719708“,”display_name“:”香港城市大学“,”ror“:”https://ror.org/03q8dnn23“,”country_code“:”HK“,”type“:“教育”,”世系“:[”https://openalex.org/I168719708“]},{”id“:”https://openalex.org/I82880672“,”display_name“:”北京航空航天大学“,”ror“:”https://ror.org/00wk2mp56“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I82880672“]}],”countries“:[”CN“,”HK“],”is_corresponding“:false,”raw_author_name“:”金星浩“,“raw_affiliation_strings”:[“香港九龙达其大道香港城市大学信息系统系”,“北京航空航天大学经济管理学院,中国北京100083”],”affiliations“:[{”raw_affiliation_string“:”香港九龙达之道香港城市大学信息系统系“,“institution_ids”:[“https://openalex.org/I168719708“]},{”raw_affiliation_string“:”北京航空航天大学经济与管理学院,北京100083“,”institution_ids“:[”https://openalex.org/I82880672“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5062358554“,”display_name“:”Jian Ma“,”orcid“:”https://orcid.org/0000-0001-7957-4274},“机构”:[{“id”:https://openalex.org/I168719708“,”display_name“:”香港城市大学“,”ror“:”https://ror.org/03q8dnn23“,”country_code“:”HK“,”type“:“教育”,”世系“:[”https://openalex.org/I168719708“]}],”countries“:[”HK“],”is_corresponding“:false,”raw_author_name“:”Jian Ma“,”raw _affiliation_strings“:【”香港九龙达其大道香港城市大学信息系统系“】,”affiliations“:”香港九龙达之道香港城市大学信息系统系“,“institution_ids”:[“https://openalex.org/I168719708“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5042050321“,”display_name“:”洪炳江“,”兽人“:”https://orcid.org/0000-0001-5135-2573},“机构”:[{“id”:https://openalex.org/I168719708“,”display_name“:”香港城市大学“,”ror“:”https://ror.org/03q8dnn23“,”country_code“:”HK“,”type“:“教育”,”世系“:[”https://openalex.org/I168719708“]}],”countries“:[”HK“],”is_corresponding“:false,”raw_author_name“:”Hongbing Jiang“,”raw _affiliation_strings“:【”香港九龙达其大道香港城市大学信息系统系“】,”affiliations“:”香港九龙达之道香港城市大学信息系统系“,“institution_ids”:[“https://openalex.org/I168719708“]}]}],”countries_disticont_count“:2,”institutions_disticent_count”:3,”corresponding_author_ids“:[”https://openalex.org/A5067617335“],”对应的机构ID“:[”https://openalex.org/I168719708","https://openalex.org/I16365422“],”apc_list“:{”value“:3220,”currency“:”USD“,”value_USD“:3220,”出处“:”doaj“},”apc_payed“:null,”fwci“:36.177,”has_fulltext“:true,”fulltext_origin“:”ngrams“,”cited_by_count“:412,”cited_by_percentle_year“:{”min“:99,”max“:100},”biblio“:{”volume“:”38“,”issue“:”1“,”first_page“:”223“,“last_page”:“230”},“is_retracted”:false,“is_paratext”:false,“主主题“:{”id“:”https://openalex.org/T11653“,”display_name“:”破产预测与信用评分模型“,”score“:0.9997,”subfield“:{”id“:”https://openalex.org/subfields/s402“,”display_name“:”Accounting“},”field“:{”id“:”https://openalex.org/fields/14“,”display_name“:”商业、管理和会计“},”域“:{”id“:”https://openalex.org/domains/2“,”display_name“:”社会科学“}},”主题“:[{”id“:”https://openalex.org/T11653“,”display_name“:”破产预测与信用评分模型“,”score“:0.9997,”subfield“:{”id“:”https://openalex.org/subfields/1402“,”display_name“:”Accounting“},”field“:{”id“:”https://openalex.org/fields/14“,”display_name“:”商业、管理和会计“},”域“:{”id“:”https://openalex.org/domains/2“,”“display_name”:“社会科学”}},{”id“:”https://openalex.org/T11652“,”“display_name”:“处理分类问题中的不平衡数据”,“score”:0.9958,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T11496“,”“display_name”:“金融市场信用风险的决定因素”,“score”:0.9554,“subfield”:{“id”:“https://openalex.org/subfields/2003“,”display_name“:”Finance“},”field“:{”id“:”https://openalex.org/fields/20网站“,”display_name“:”经济学、计量经济学和金融“},”域“:{”id“:”https://openalex.org/domains/2“,”display_name“:”社会科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/ensembly-learning“,”display_name“:”合奏学习“,”score“:0.628454},{”id“:”https://openalex.org/keywords/credit-scoring网站“,”display_name“:”信用评分“,”score“:0.601761},{”id“:”https://openalex.org/keywords/ensembe-methods(https://openalex.org/关键词/集成方法)“,”display_name“:”集成方法“,”score“:0.556383},{”id“:”https://openalex.org/keywords/boosting网站“,”display_name“:”Boosting“,”score“:0.530698},{”id“:”https://openalex.org/keywords/support-vector-machines网站“,”display_name“:”Support Vector Machines“,”score“:0.525697}],”concepts“:[{”id“:”https://openalex.org/C46686674,“wikidata”:https://www.wikidata.org/wiki/Q466303“,”display_name“:”Boosting(machine learning)“,”level“:2,”score“:0.8064616},{”id“:”https://openalex.org/C45942800,“wikidata”:https://www.wikidata.org/wiki/Q245652“,”display_name“:”合奏学习“,”level“:2,”score“:0.73182106},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.72376674},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.71853244},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.6883391},{”id“:”https://openalex.org/C84525736,“wikidata”:https://www.wikidata.org/wiki/Q831366“,”display_name“:”决策树“,”level“:2,”score“:0.6790267},{”id“:”https://openalex.org/C70153297,“wikidata”:https://www.wikidata.org/wiki/Q5591907“,”display_name“:”渐变增强“,”level“:3,”score“:0.58775246},{”id“:”https://openalex.org/C12267149,“wikidata”:https://www.wikidata.org/wiki/Q282453“,”display_name“:”支持向量机“,”level“:2,”score“:0.5869622},{”id“:”https://openalex.org/C50644808,“wikidata”:https://www.wikidata.org/wiki/Q192776“,”display_name“:”人工神经网络“,”level“:2,”score“:0.5811104},{”id“:”https://openalex.org/C162040801,“wikidata”:https://www.wikidata.org/wiki/Q799897“,”display_name“:”Bootstrap aggregation“,”level“:2,”score“:0.5071926},{”id“:”https://openalex.org/C169258074,“wikidata”:https://www.wikidata.org/wiki/Q245748“,”display_name“:”Random forest“,”level“:2,”score“:0.34970558}],”mesh“:[],”locations_count“:1,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1016/j.eswa.2010.06.048“,”pdf_url“:null,”source“:{”id“:”https://openalex.org/S13144211“,”“display_name”:“带应用程序的专家系统”,“issn_l”:“0957-4174”,“isn”:[“0957-4 174”、“1873-6793”],“is_oa”:false,“is_ in_doaj”:false,“host_organization”:“https://openalex.org/P4310320990“,”“host_organization_name”:“Elsevier BV”,“host_organization_lineage”:[“https://openalex.org/P4310320990“],”host_organization_lineage_names“:[”Elsevier BV“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false}],“best_oa_location”:nul,“sustainable_development_goals”:[],“grants”:[],“datasets”:【】,“versions”:[】,“referenced_works_count”:23,“referrenced_works”:https://openalex.org/W1536826708","https://openalex.org/W1570448133","https://openalex.org/W1965099927","https://openalex.org/W1968023063","https://openalex.org/W1980770954","https://openalex.org/W1982120517","https://openalex.org/W2005510983","https://openalex.org/W2029981389","https://openalex.org/W2031360074","https://openalex.org/W2035908274","https://openalex.org/W2085831731","https://openalex.org/W2092747527","https://openalex.org/W2093829413","https://openalex.org/W2102201073","https://openalex.org/W2103780778","https://openalex.org/W2135293965","https://openalex.org/W2167917621","https://openalex.org/W2168123127","https://openalex.org/W2169139688","https://openalex.org/W28412257","https://openalex.org/W3004732066","https://openalex.org/W4212883601","https://openalex.org/W4239832355“],”related_works“:[”https://openalex.org/W4310492845","https://openalex.org/W4296079469","https://openalex.org/W4289703016","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W2967733078","https://openalex.org/W2905156999","https://openalex.org/W2885778889","https://openalex.org/W2885516856","https://openalex.org/W276651446“],”ngrams_url“:”https://api.openalex.org/works/W2004076523/ngrams(英文)“,”“abstract_inverted_index”:{“两者”:[0],“统计”:[1],“技术”:[2,7],“和”:[3,62,81112130],“人工”:[4,77],“智能”:[5],“(AI)”:[6],“have”:[8,39],“been”:[9],“探索”:[10],“for”:[11],“credit”:[12109],16],“活动”:[17],“虽然”:[18],“有”:[19],“是”:[20,27],“否”:[21],“一致”:[22],“结论”:[23],“关于”:[24,65],“哪个”:[25],“一个”:[26],“更好”,:[28],“最近”:[29],“研究”:[30],“建议”:[31],“组合”:[32],“多个”:[33],“分类器”:[34],“即”:[35,59,69],“集合”:[36,57,92],“学习”:[37],“可能”:[38],“a”:[40,48],“更好”:[41104],“性能。“:[42],”In“:[43100],”this“:[44],”study“:[45],”we“:%46],”conduct“:[47],”compative“:[49],”assessment“:[50],”of“:[51,54124],”the“:[52,90119],”performance“:[53121],”three“:55,91],”popular“:[56],”methods,“:[58],”Bagging“:[60],”Boosting“:[61],”Stacking“63],“基础”:[64],“四”:[66],“基本”:[67,98],“学习者”:[68],“后勤”:[70],“回归“:[71],”分析“:[72],”(LRA),“:[73],”决策“:[74],”树“:[75],“(DT),”:[76],”神经“:[78],”网络“:[79],”ANN)“:[80],”支持“:[82],”向量“:[83],”机器“:[84],”SVM。“:[85],“实验”:[86],“结果”:[87],“揭示”:[88],“那”:[89],“方法”:[93],“可以”:[94],“实质上”:[95],“改善”:[96],“个人”:[97],“学习者”。“:[99],”specific,“:[101],”Bagging“:[102113],”performs“:[103],”than“:[105],”Boosting“:[106],”across“:[107],”all“:[108],”datasets。“:[110],“堆叠”:[111],“DT”:[114],“in”:[115122],“our”:116],“tests”,“:[117],“get”:[118],“best”:[120],“terms”:[123],“average”:[125],“accurability”:[126],“type”:%127131],“I”:[128],“error”:[129],“II”:[132],“错误”。“:[133]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W2004076523“,”counts_by_year“:[{”年“:2024,”cited_by_count“:18},{”年份“:2023,”ciped_by_cunt“:38},”{“年份”:2022,“cited_by_count”:49},“年份”:2021,“ciped_by_cunt”:53},,{“年”:2020,“cited_by_count”:54},}“年度”:2019,“citted_by-count”:48},‘年份’:2018,”cited_by_counts“:31},“年份”:2017,“引用_ by_count”:18},{“年份”:2016,“引用_by_counts”:18{“年度”:2015cited_by_count“:27},{“年份”:2014,“cited_by_count”:16},}“年份“:2013,“cited_by_count):15},{“年份:2012,”cited_by _count?:16}],“更新日期”:“2024-06-21T00:34:14.007995”,“创建日期”:”2016-06-24“}