{“id”:“https://openalex.org/W15840349“,”doi“:”https://doi.org/10.1007/978-3642-45062-4_26“,”title“:”概念漂移下贝叶斯逻辑回归学习的动态规划“,”display_name“:”在概念漂移下的贝叶斯Logistic回归学习的动力学规划“,“publication_year”:2013,“publiation_date”:“2013-01-01”,“ids”:{“openalex”:“网址:https://openalex.org/W15840349“,”doi“:”https://doi.org/10.1007/978-3642-45062-4_26“,”mag“:”15840349“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1007/978-3642-45062-4_26,“pdf_url”:https://link.springer.com/content/pdf/10.1007/978-3-642-45062-4_26.pdf,“源”:{“id”:https://openalex.org/S106296714“,”“display_name”“:”“计算机科学课堂讲稿”“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false,”is_in_doaj“:false,”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book-series”},“license”:null,“licence_id”:nul,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},”type“:”book-chapter“,”type_crossref“:美国“:”铜牌“,”oaurl“:”https://link.springer.com/content/pdf/10.1007/978-3-642-45062-4_26.pdf“,”any_repository_has_fulltext“:false},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5017030964“,”display_name“:”Pavel Turkov“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I127366699“,”display_name“:”图拉州立大学“,”ror“:”https://ror.org/05shr3z13“,”country_code“:”RU“,”type“:“教育”,”世系“:[”https://openalex.org/I127366699“]}],”国家“:[”RU“],”is_corresponding“:false,”raw_author_name“:”Pavel Turkov“,”raw _affiliation_strings“:[“俄罗斯图拉图拉国立大学”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5088922287“,”display_name“:”Olga Krasotkina“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I127366699“,”display_name“:”图拉州立大学“,”ror“:”https://ror.org/05shr3z13“,”country_code“:”RU“,”type“:“教育”,”世系“:[”https://openalex.org/I127366699“]}],”国家“:[”RU“],”is_corresponding“:false,”raw_author_name“:”Olga Krasotkina“,”raw _ afiliation_strings“:[“俄罗斯图拉图拉国立大学”]},{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5001899065“,”display_name“:”Vadim Mottl“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I4210143490“,”display_name“:”计算中心“,”ror“:”https://ror.org/0557kgc34“,”“country_code”“:”RU“,”type“:”facility“,”lineage“:[”https://openalex.org/I1313323035","https://openalex.org/I4210143490","https://openalex.org/I4210148470“]},{”id“:”https://openalex.org/I1313323035“,”display_name“:”俄罗斯科学院“,”ror“:”https://ror.org/05qrfxd25“,”country_code“:”RU“,”type“:“政府”,”世系“:[”https://openalex.org/I1313323035“]}],”国家“:[”RU“],”is_corresponding“:false,”raw_author_name“:”Vadim Mottl“,”raw _ afiliation_strings“:[“俄罗斯莫斯科俄罗斯科学院计算中心”]}]“countries _ distinct_count”:1,”institutions _ disting_count“:3,”corresponding_author_ids“:[],”corresponding_institution_ids”:[]“apc_list”:{“value”:5000,“currency”:“EUR”,“value_usd“:5392,”出处“:”doaj“},”apc_payed“:{”value“:5000,”currency“:”EUR“,”value_usd:5392,“出处”:“doaj”},“has_fulltext”:true,“fulltext_origin”:“pdf”,“cited_by_count”:7,“cited_by_percentile_year”:{“min”:85,“max”:86},‘biblio’:{‘volume’:null,‘issue’:nul,‘first_page’:”190“,”last_page“:”195“},”is_retracted“:false,”is_paratext“:false,”主主题“:{”id“:”https://openalex.org/T12761“,”display_name“:”适应数据流中的概念漂移“,”score“:1.0,”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“}},”主题“:[{”id“:”https://openalex.org/T12761“,”display_name“:”适应数据流中的概念漂移“,”score“:1.0,”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/T12535“,”“display_name”:“机器学习中带噪声标签的学习”,“score”:0.9691,“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/T12101“,”“display_name”:“多臂盗贼问题的优化”,“score”:0.9655,“subfield”:{“id”:“https://openalex.org/subfields/1803“,”display_name“:”管理科学与运筹学“},”字段“:{”id“:”https://openalex.org/fields/18“,”display_name“:”Decision Sciences“},”domain“:{”id“:”https://openalex.org/domains/2“,”display_name“:”社会科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/concept-drift“,”display_name“:”概念漂移“,”score“:0.58495},{”id“:”https://openalex.org/keywords/data-streams网站“,”display_name“:”数据流“,”score“:0.571184},{”id“:”https://openalex.org/keywords/streaming-data网站“,”display_name“:”流数据“,”score“:0.539587},{”id“:”https://openalex.org/keywords/robust-learning“,”display_name“:”稳健学习“,”score“:0.531408},{”id“:”https://openalex.org/keywords/change-detection网站“,”display_name“:”Change Detection“,”score“:0.530556}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.8325484},{”id“:”https://openalex.org/C60777511,“wikidata”:https://www.wikidata.org/wiki/Q3045002“,”display_name“:”概念漂移“,”level“:3,”score“:0.6912621},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.56394815},{”id“:”https://openalex.org/C23224414,“wikidata”:https://www.wikidata.org/wiki/Q176769“,”display_name“:”Hidden Markov模型“,”level“:2,”score“:0.5493793},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.5081687},{”id“:”https://openalex.org/C49937458,“wikidata”:https://www.wikidata.org/wiki/Q2599292“,”display_name“:”概率逻辑“,”level“:2,”score“:0.50683814},{”id“:”https://openalex.org/C151956035,“wikidata”:https://www.wikidata.org/wiki/Q1132755“,”display_name“:”Logistic回归“,”level“:2,”score“:0.4977901},{”id“:”https://openalex.org/C98763669,“wikidata”:https://www.wikidata.org/wiki/Q176645“,”display_name“:”Markov链“,”level“:2,”score“:0.45846212},{”id“:”https://openalex.org/C107673813,“wikidata”:https://www.wikidata.org/wiki/Q812534“,”display_name“:”贝叶斯概率“,”level“:2,”score“:0.44859257},{”id“:”https://openalex.org/C182365436,“wikidata”:https://www.wikidata.org/wiki/Q50701“,”display_name“:”变量(数学)“,”level“:2,”score“:0.4423695},{”id“:”https://openalex.org/C37404715,“wikidata”:https://www.wikidata.org/wiki/Q380679“,”display_name“:”动态编程“,”level“:2,”score“:0.43386552},{”id“:”https://openalex.org/C89198739,“wikidata”:https://www.wikidata.org/wiki/Q3079880“,”display_name“:”数据流挖掘“,”level“:2,”score“:0.38586295},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.3360644},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.18812522},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395“,”display_name“:”数学“,”等级“:0,”分数“:0.082993716},{”id“:”https://openalex.org/C134306372,“wikidata”:https://www.wikidata.org/wiki/Q7754“,”display_name“:”数学分析“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:1.”locations“:[{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1007/978-3-642-45062-4_26,“pdf_url”:https://link.springer.com/content/pdf/10.1007/978-3-642-45062-4_26.pdf,“源”:{“id”:https://openalex.org/S106296714“,”“display_name”“:”“计算机科学课堂讲稿”“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false,”is_in_doaj“:false,”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book-series”},“license”:null,“licence_id”:nul,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},”best_oa_location“:{”is_oa“:true”,“landing_page_url”:“https://doi.org/10.1007/978-3642-45062-4_26,“pdf_url”:https://link.springer.com/content/pdf/10.1007/978-3-642-45062-4_26.pdf,“源”:{“id”:https://openalex.org/S106296714“,”“display_name”“:”“计算机科学课堂讲稿”“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false,”is_in_doaj“:false,”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book-series”},“license”:null,“licence_id”:nul,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},”sustainable_development_goals“:[],”grants“:【】,”dataset“:【],”versions“:【〕,”referenced_works_count“:11,”https://openalex.org/W158096112","https://openalex.org/W192615523","https://openalex.org/W1987163051","https://openalex.org/W1990079212","https://openalex.org/W2018795431","https://openalex.org/W2103753221","https://openalex.org/W2118756998网址","https://openalex.org/W2143991132","https://openalex.org/W2160512933","https://openalex.org/W4214503934","https://openalex.org/W4235130247“],”related_works“:[”https://openalex.org/W4307392573","https://openalex.org/W4200217704","https://openalex.org/W3208495060","https://openalex.org/W3201554469","https://openalex.org/W3112950814","https://openalex.org/W2802243998","https://openalex.org/W2469699777","https://openalex.org/W2368264659","https://openalex.org/W2161835057","https://openalex.org/W2060628068“],”ngrams_url“:”https://api.openalex.org/works/W15840349/ngrams“,”“abstract_inverted_index”:{“A”:[0],“data”:[1,76],“stream”:[2],“is”:[3,83],“an”:[4],“ordered”:[5],“sequence”:[6],“of”:[7,29,53,68,88100],“training”:[8],“instances”:[9],“reaming”:[10],“at”:[11],“A”:[12,66],“rate”:[13],“that”:[14,49],“does”:[15],“不”:[16],“许可”:[17],“到”:[18,26,35,92],“永久”:[19],“存储”:[20],“他们”:[21],“在”:[22,75,98],“记忆”:[23],“和”:[24106],“线索”:[25],“the”:[27,50,54,70,86,89,93],“necessary”:[28],“online”:[30,71],“learning”:[31],“methods”:[32],“when”:[33],“trying”:[34],“predict”:[36],“some”:[37],“hidden”:38103],“target”:[39,55],“variable”:[40],“In”:[41,61],“加法”:[42],“概念”:[43,79],“漂移”:[44],“经常”:[45],“发生”,“:[46],“什么”:[47],“表示”:[48],“统计”:[51],“属性”:[52],“变量”:[56],“可能”:[57],“改变”:[58],“超过”:[59],“时间”:[60],“这个”:[62],“论文”:[63],“我们”:[64],“呈现”:[65],“框架”:[67,82],“解决”:[69],“模式”:[72,95],“识别”:[73,96],“问题”:[74],“流”:[77],“under”:[78],“drive.”:[80],“The”:[81],“based”:[84],“on”:[85],“application”:[87],“贝叶斯”:[90],“方法”:[91],“概率”:[94],“模型”:[97105],“术语”:[99],“逻辑”:[101],“回归”:[102],“马尔可夫”:[104],“动态”:[107],“编程”:[108]},“引用_by_api_url”:“https://api.openalex.org/works?filter=引用:W15840349“,”counts_by_year“:[{“年份”:2022,”cited_by_count“:1},{“年度”:2017,”ciped_by_cunt“:3},”{“年”:2016,“cited_by_count”:2},“年份”:2015,”cited_by_count:1}],”updated_date“:”2024-05-15T09:17:03.515153“,”created_dates“:”2016-06-24“}