乐胖代购免代理版

{"id":"https://openalex.org/W2075756166","doi":"https://doi.org/10.1109/chinagrid.2010.14","title":"A 2-Tier Clustering Algorithm with Map-Reduce","display_name":"A 2-Tier Clustering Algorithm with Map-Reduce","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2075756166","doi":"https://doi.org/10.1109/chinagrid.2010.14","mag":"2075756166"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/chinagrid.2010.14","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":"first","author":{"id":"https://openalex.org/A5005367960","display_name":"Jing Zhang","orcid":"https://orcid.org/0000-0002-7278-6546"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Zhang","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059939190","display_name":"Gongqing Wu","orcid":"https://orcid.org/0000-0003-2289-1679"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gongqing Wu","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035787125","display_name":"Haiguang Li","orcid":"https://orcid.org/0009-0004-6141-8993"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiguang Li","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064347324","display_name":"Xuegang Hu","orcid":"https://orcid.org/0000-0001-5421-6171"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuegang Hu","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080738591","display_name":"Xindong Wu","orcid":"https://orcid.org/0000-0003-2396-1704"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]},{"id":"https://openalex.org/I111236770","display_name":"University of Vermont","ror":"https://ror.org/0155zta11","country_code":"US","type":"education","lineage":["https://openalex.org/I111236770"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xindong Wu","raw_affiliation_strings":["Department of Computer Science, University of Vermont, Burlington, USA","School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"Department of Computer Science, University of Vermont, Burlington, USA","institution_ids":["https://openalex.org/I111236770"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.169,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":13,"citation_normalized_percentile":{"value":0.699191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":86,"max":87},"biblio":{"volume":null,"issue":null,"first_page":"160","last_page":"166"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9954,"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"}},"topics":[{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9954,"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"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9923,"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"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9888,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/data-stream-clustering","display_name":"Data stream clustering","score":0.6851999}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8900945},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8483582},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.7011249},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.6851999},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6718136},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.6702616},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.6127155},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.58366483},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.411409},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20909187},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1691702}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/chinagrid.2010.14","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":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.61}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":16,"referenced_works":["https://openalex.org/W1611682757","https://openalex.org/W2035703056","https://openalex.org/W2050394142","https://openalex.org/W2073965851","https://openalex.org/W2084812512","https://openalex.org/W2127164716","https://openalex.org/W2127218421","https://openalex.org/W2136278509","https://openalex.org/W2142827986","https://openalex.org/W2154894831","https://openalex.org/W2157355837","https://openalex.org/W2158790574","https://openalex.org/W2165631366","https://openalex.org/W2166685976","https://openalex.org/W2173213060","https://openalex.org/W2982720039"],"related_works":["https://openalex.org/W4306940721","https://openalex.org/W3174322327","https://openalex.org/W3144143113","https://openalex.org/W3120229345","https://openalex.org/W2892323093","https://openalex.org/W2559422900","https://openalex.org/W2491448268","https://openalex.org/W2394193399","https://openalex.org/W2181939267","https://openalex.org/W2160785859"],"abstract_inverted_index":{"In":[0],"the":[1,10,60,67,70,87,128,133,141,147,160],"field":[2],"of":[3,9,28,37,62,69,73,89,97,155,163],"data":[4],"mining,":[5],"clustering":[6,18,21,25,91,100,114,118,129],"is":[7,14,51,84,144,150],"one":[8],"important":[11],"methods.":[12],"K-Means":[13],"a":[15,107],"typical":[16],"distance-based":[17],"algorithm;":[19],"2-tier":[20,99],"should":[22],"implement":[23],"scalable":[24,90],"by":[26,45],"means":[27],"dividing,":[29],"sampling":[30],"and":[31,48,55,80,102,112,146],"knowledge":[32],"integrating.":[33],"Among":[34],"those":[35],"tools":[36],"distributed":[38,56,81,113,117,134],"processing,":[39],"Map-Reduce":[40,63,71,103],"has":[41],"been":[42],"widely":[43],"embraced":[44],"both":[46],"academia":[47],"industry.":[49],"Hadoop":[50,78],"an":[52],"open-source":[53],"parallel":[54,79,111],"programming":[57],"framework":[58],"for":[59,86,110],"implementation":[61,88],"computing":[64,82,104],"model.":[65],"With":[66],"analysis":[68],"paradigm":[72],"computing,":[74],"we":[75],"find":[76],"that":[77,140],"model":[83],"appropriate":[85],"algorithm.":[92],"This":[93],"paper":[94],"takes":[95],"advantages":[96],"K-Means,":[98],"mechanism":[101],"model;":[105],"proposes":[106],"new":[108],"method":[109,124],"to":[115,126,132],"explore":[116],"problem":[119],"based":[120],"on":[121],"Map-Reduce.":[122],"The":[123,136],"aims":[125],"apply":[127],"algorithm":[130,143],"effectively":[131],"environment.":[135],"extensive":[137],"studies":[138],"demonstrate":[139],"proposed":[142],"scalable,":[145],"time":[148,161],"performance":[149,162],"stable.":[151],"Meanwhile,":[152],"adding":[153],"number":[154],"cluster":[156],"nodes":[157],"would":[158],"improve":[159],"clustering.":[164]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2075756166","counts_by_year":[{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2025-01-17T20:15:17.079794","created_date":"2016-06-24"}