{"id":"https://openalex.org/W161401641","doi":"https://doi.org/10.1007/1-4020-4179-9_143","title":"EVALUATING THE QUALITY OF MAXIMUM VARIANCE CLUSTER ALGORITHMS","display_name":"EVALUATING THE QUALITY OF MAXIMUM VARIANCE CLUSTER ALGORITHMS","publication_year":2006,"publication_date":"2006-03-10","ids":{"openalex":"https://openalex.org/W161401641","doi":"https://doi.org/10.1007/1-4020-4179-9_143","mag":"161401641"},"language":"en","primary_location":{"id":"doi:10.1007/1-4020-4179-9_143","is_oa":false,"landing_page_url":"https://doi.org/10.1007/1-4020-4179-9_143","pdf_url":null,"source":{"id":"https://openalex.org/S4306463519","display_name":"Kluwer Academic Publishers eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Imaging and Vision","raw_type":"book-chapter"},"type":"book-chapter","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/A5023725899","display_name":"Krzysztof Rza\u1e11ca","orcid":"https://orcid.org/0000-0002-4176-853X"},"institutions":[{"id":"https://openalex.org/I3017851245","display_name":"Polish-Japanese Academy of Information Technology","ror":"https://ror.org/01v542j61","country_code":"PL","type":"education","lineage":["https://openalex.org/I3017851245"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Krzysztof Rzadca","raw_affiliation_strings":["Polish-Japanese Institute of Information Technology ul. Koszykowa 86, Warsaw, 02-008, Poland","Polish-Japanese Institute of Information Technology ul. Koszykowa 86, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Polish-Japanese Institute of Information Technology ul. Koszykowa 86, Warsaw, 02-008, Poland","institution_ids":["https://openalex.org/I3017851245"]},{"raw_affiliation_string":"Polish-Japanese Institute of Information Technology ul. Koszykowa 86, Warsaw, Poland","institution_ids":["https://openalex.org/I3017851245"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5023725899"],"corresponding_institution_ids":["https://openalex.org/I3017851245"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03223168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"981","last_page":"986"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9890000224113464,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/variance","display_name":"Variance (accounting)","score":0.8570479154586792},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.6370850205421448},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.623085081577301},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5883623957633972},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5706773996353149},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4395563304424286}],"concepts":[{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.8570479154586792},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.6370850205421448},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.623085081577301},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5883623957633972},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5706773996353149},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4395563304424286},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/1-4020-4179-9_143","is_oa":false,"landing_page_url":"https://doi.org/10.1007/1-4020-4179-9_143","pdf_url":null,"source":{"id":"https://openalex.org/S4306463519","display_name":"Kluwer Academic Publishers eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Imaging and Vision","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1972098431","https://openalex.org/W1992419399","https://openalex.org/W2084812512","https://openalex.org/W2117341849","https://openalex.org/W2127218421","https://openalex.org/W2171975443","https://openalex.org/W6671611538","https://openalex.org/W6738852829"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2317200988","https://openalex.org/W2052122378","https://openalex.org/W2544423928","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2181413294","https://openalex.org/W2989452537"],"abstract_inverted_index":{"An":[0],"efficient":[1],"and":[2,21,33],"straightforward":[3],"method":[4,46],"to":[5,42,53],"compute":[6],"the":[7,10,29,34,37,43,45,49,60,63],"variance":[8],"in":[9],"Maximum":[11],"Variance":[12],"Cluster":[13],"algorithm":[14,51],"is":[15],"proposed.":[16],"Experiments":[17],"on":[18,59],"both":[19],"artificial":[20],"real":[22],"data":[23,64],"sets":[24,65],"have":[25],"been":[26],"performed.":[27],"Both":[28],"time":[30],"of":[31,36,62],"execution":[32],"quality":[35],"results":[38],"were":[39],"considered.":[40,66],"According":[41],"results,":[44],"proposed":[47],"speeds":[48],"MVC":[50],"up":[52],"50\u2030":[54],"without":[55],"loosing":[56],"its":[57],"accurancy":[58],"majority":[61]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
