{“id”:“https://openalex.org/W2216650477“,”doi“:”https://doi.org/10.109/bigdata.2015.7364050“,”title“:”分布式大规模聚类的正则化和稀疏随机k-means“,”display_name“:”分布大规模聚类的规则化和稀疏的随机k-mean“,”publication_year“:2015,”publiation_date“:”2015-10-01“,“ids”:{“openalex”:“https://openalex.org/W2216650477“,”doi“:”https://doi.org/10.109/bigdata.2015.7364050“,”mag“:”2216650477“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/bigdata.2015.7364050“,”pdf_url“:null,”source“:null,”license“:null,”license_id“:null,”version“:null,”is_accepted“:false,”is_published“:false},”type“:”article“,”type_crossref“:”proceedings article“,”indexed_in“:[”crossref“],”open_access“:{”is_oa“:false,”oa_status“:”closed“,”oa_url“:null,”any_repository_has_fulltext“:false},”authorships“:[{”author_position“:“第一个”,“作者“:{”id“:”https://openalex.org/A5005357018“,”display_name“:”Vilen Jumutc“,”orcid“:”https://orcid.org/0000-0003-4771-2411“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”Vilen Jumutc“,”raw_affiliation_strings“:[],“affiliations”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5022628045“,”display_name“:”Rocco Langone“,”orcid“:”https://orcid.org/0000-0002-7583-7003“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”Rocco Langone“,”raw _affiliation_strings“:[],“从属关系”:[]},{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5078854904“,”display_name“:”Johan A.K.Suykens“,”orcid“:”https://orcid.org/0000-0002-8846-6352“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”Johan A.K.Suykens“,”raw_affiliation_strings“:[],“隶属关系”:[]}],“机构评估”:[]],“countries_distict_count”:0,“机构区分计数”:0已支付“:null,”fwci“:0.257,”has_fulltext“:true,”fulltext_origin“:”ngrams“,”cited_by_count“:9,”citation_normalized_percentile“:{”value“:0.787881,”is_in_top_1_percent“:false,”is-in_top_10_percennt“:false},”citect_by_percentile_year“:{”min“:85,”max“:86},“biblio”:{“volume”:null,“issue”:null,“first_page”:null},:false,“is_paratext”:false主主题“:{”id“:”https://openalex.org/T10057“,”“display_name”:“人脸识别和降维技术”,“score”:0.9988,“subfield”:{“id”:“https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”字段“:{”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/T10057“,”“display_name”:“人脸识别和降维技术”,“score”:0.9988,“subfield”:{“id”:“https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”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/T12676“,”display_name“:”极限学习机器的理论与应用“,”score“:0.9962,”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/T10637“,”“display_name”:“数据聚类技术与算法”,“score”:0.996,“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“}}],”关键词“:[{”id“:”https://openalex.org/keywords/semi-supervised-clustering网站“,”display_name“:”半监督聚类“,”score“:0.57805},{”id“:”https://openalex.org/keywords/centroid“,”display_name“:”质心“,”score“:0.5740597},{”id“:”https://openalex.org/keywords/density-based-clustering网站“,”display_name“:”基于密度的聚类“,”score“:0.56363},{”id“:”https://openalex.org/keywords/regulation网站“,”display_name“:”正则化(语言学)“,”score“:0.553745},{”id“:”https://openalex.org/keywords/clustering-algorithms“,”display_name“:”聚类算法“,”score“:0.551444},{”id“:”https://openalex.org/keywords/document-clustering网站“,”display_name“:”文档聚类“,”score“:0.53029},{”id“:”https://openalex.org/keywords/k-means网站“,”display_name“:”K-means“,”score“:0.530043},{”id“:”https://openalex.org/keywords/minification“,”display_name“:”Minification“,”score“:0.4105811}],”concepts“:[{”id“:”https://openalex.org/C73555534,“wikidata”:https://www.wikidata.org/wiki/Q622825“,”display_name“:”Cluster analysis“,”level“:2,”score“:0.76284784},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198(网址:https://www.wikidata.org/wiki/Q21198)“,”display_name“:”计算机科学“,”level“:0,”score“:0.5870147},{”id“:”https://openalex.org/C146599234,“wikidata”:https://www.wikidata.org/wiki/Q511093“,”display_name“:”质心“,”level“:2,”score“:0.5740597},{”id“:”https://openalex.org/C2776135515,“wikidata”:https://www.wikidata.org/wiki/Q17143721“,”display_name“:”正则化(语言学)“,”level“:2,”score“:0.553745},{”id“:”https://openalex.org/C191795146,“wikidata”:https://www.wikidata.org/wiki/Q3878446“,”display_name“:”Norm(哲学)“,”level“:2,”score“:0.43820804},{”id“:”https://openalex.org/C147764199,“wikidata”:https://www.wikidata.org/wiki/Q6865248“,”display_name“:”Minification“,”level“:2,”score“:0.4105811},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.38211736},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.36402172},{”id“:”https://openalex.org/C80444323,“wikidata”:https://www.wikidata.org/wiki/Q2878974“,”display_name“:”理论计算机科学“,”level“:1,”score“:0.32799006},{”id“:”https://openalex.org/C17744445,“wikidata”:https://www.wikidata.org/wiki/Q36442“,”display_name“:”政治学“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C199539241,“wikidata”:https://www.wikidata.org/wiki/Q7748(网址:https://www.wikidata.org/wiki/Q7748)“,”display_name“:”Law“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C199360897,“wikidata”:https://www.wikidata.org/wiki/Q9143“,”display_name“:”Programming language“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:1,”locations“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/bigdata.2015.7364050“,”pdf_url“:null,”source“:null,”license“:null,”license_id“:null,”version“:null,”is_accepted“:false,”is_published“:false}],”best_oa_location“:null,”sustainable_development_goals“:[],”grants“:[],”dataset“:[],”version“:[],”referenced_works_count“:23,”referenced_works“:[”https://openalex.org/W114517082","https://openalex.org/W1907099735","https://openalex.org/W1976046733","https://openalex.org/W2025729801","https://openalex.org/W2036260704","https://openalex.org/W2048178552","https://openalex.org/W2057923756","https://openalex.org/W2073459066","https://openalex.org/W2083583987","https://openalex.org/W2093545205","https://openalex.org/W2096199223","https://openalex.org/W2109722477","https://openalex.org/W2127218421","https://openalex.org/W2130473611","https://openalex.org/W2146502635","https://openalex.org/W2167732364","https://openalex.org/W2169713291","https://openalex.org/W2173213060","https://openalex.org/W2189465200","https://openalex.org/W2998508934","https://openalex.org/W3017285694","https://openalex.org/W3120740533","https://openalex.org/W436835745“],”related_works“:[”https://openalex.org/W4242386713","https://openalex.org/W3165040664","https://openalex.org/W3122652148","https://openalex.org/W2611300636","https://openalex.org/W2381926679","https://openalex.org/W2350539780","https://openalex.org/W2082644203","https://openalex.org/W2007009951","https://openalex.org/W2002351209","https://openalex.org/W1583866266“],”abstract_inverted_index“:{”In“:[0,57],”this“:[1],”paper“:[2],”we“:[3,60],”present“:[4],”a“:[5,36,54,81],”novel“:/6],”clustering“:[7128],”approach“:[8,24,59,89123],”based“:[9],”on“:[10],”the“:[11,29,62,72,92103111141144],”随机“:[12,55],”learning“3,63],“范式”:[14],“和”:[15,71,99119133152],“正则化”:[16],“带有“:[17,47124],”l“:[18,48164],”1“:[21,51167],”-规范。“:[22],“我们的”:[23137],“是”:[25,77,90],“an”:[26116],“扩展”:[27],“of”:[28,64,74,84105121143],“广泛”:[30],“公认”:[31],“K-Means”:[32,97132],“算法”。“:[33],“We”:[34114],“introduce”:[35],“simple”:[37],“regularized”:[38],“dual”:[39],“averaging”:[40],“scheme”:[41],“for”:[42,68,80147],“prototype”:[44,66150],“vectors”:[45,67151],“(质心)”:[46],“-normals”:[52],“in”:[53,95],“mode”。“:[56],”我们的“:[58122],”分发“:[61],”个人“:[65],”每个“:[69],”集群“:[70],”重新分配“:[73],”群集“:[75108154],”成员身份“:[76155],”执行“:[78],”仅“:[79],”固定“:[82],”数字“:[83],”外部“:[85],”迭代。“:[86],“The”:[87],“later”:[88],“exactly”:[91],“same”:[93],“as”:[94],“original”:[96],“algorithm”:[98],“aims”:[100],“at”:[101],“re-shuffling”:[102],“pool”:[104],“semples”:[106],“per”:[107],“according”:[109],“to”:[110126159],“learned”:[112],“centroids”。“:[113],”报告“:[115],”扩展“:[117],”评估“:[118],”比较“:[120],”尊重“:[125],”各种“:[127],”技术“:[129],”喜欢“:[130],”随机化“:[131],”邻近“:[134],”平面“:[135],”聚类“:[136],”实验“:[138],”研究“:[139],”指示“:[140],”有用性“:[142],”建议“:[145],”方法“:[146],“获得”:[148],“更好”:[149],“对应”:[153],“while”:[156],“存在”:[157],“能够”:[158],“执行”:[160],“特征”:[161],“选择”:[162],“依据”:[163],“-规范”:[168],“最小化”:[169]},“引用_by_api_url”:“https://api.openalex.org/works?filter=cites:W2216650477“,”“counts_by_year”:[{“年份”:2023,”“cited_by_count”:1},{“年度”:2022,”“cited_by_cunt”:1',{”“年份”“:2021,”“cited_by-count”“:2},}”“年度”“:2020,”“引用_by_cont”“:1},”“年份“:2019,”“援引_by_cust”updated_date“:”2024-09-19T13:08:19.222745“,”创建日期“:”2016-06-24“}