{"id":"https://openalex.org/W2077624966","doi":"https://doi.org/10.1109/fskd.2010.5569767","title":"Fuzzy c-means clustering of partially missing data sets based on statistical representation","display_name":"Fuzzy c-means clustering of partially missing data sets based on statistical representation","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2077624966","doi":"https://doi.org/10.1109/fskd.2010.5569767","mag":"2077624966"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2010.5569767","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569767","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","raw_type":"proceedings-article"},"type":"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/A5100607932","display_name":"Dan Li","orcid":"https://orcid.org/0000-0002-6363-820X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dan Li","raw_affiliation_strings":["School of Electronic and Information Engineering, Dalian University of Technology, Dalian, China","School of Electronic and Information Engineering, Dalian University of Technology, 116024, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Dalian University of Technology, 116024, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102926129","display_name":"Chongquan Zhong","orcid":"https://orcid.org/0000-0002-7936-3183"},"institutions":[{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chongquan Zhong","raw_affiliation_strings":["School of Electronic and Information Engineering, Dalian University of Technology, Dalian, China","School of Electronic and Information Engineering, Dalian University of Technology, 116024, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Dalian University of Technology, 116024, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101592691","display_name":"Liyong Zhang","orcid":"https://orcid.org/0000-0002-6904-1391"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liyong Zhang","raw_affiliation_strings":["School of Electronic and Information Engineering, Dalian University of Technology, Dalian, China","School of Electronic and Information Engineering, Dalian University of Technology, 116024, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Dalian University of Technology, 116024, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100607932"],"corresponding_institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944"],"apc_list":null,"apc_paid":null,"fwci":1.7868,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.85325743,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"460","last_page":"464"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9925000071525574,"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":0.9925000071525574,"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/T11106","display_name":"Data Management and Algorithms","score":0.9896000027656555,"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"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9847000241279602,"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/missing-data","display_name":"Missing data","score":0.869837760925293},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7650964856147766},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.705858051776886},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.6125771999359131},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6124812364578247},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.49212950468063354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4809340834617615},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4510077238082886},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4047629237174988},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.27846580743789673}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.869837760925293},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7650964856147766},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.705858051776886},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.6125771999359131},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6124812364578247},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.49212950468063354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4809340834617615},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4510077238082886},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4047629237174988},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27846580743789673},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2010.5569767","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569767","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.4099999964237213,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1841820628","https://openalex.org/W1971112215","https://openalex.org/W1974478365","https://openalex.org/W1992402718","https://openalex.org/W2044758663","https://openalex.org/W2049633694","https://openalex.org/W2068022129","https://openalex.org/W2079229132","https://openalex.org/W2084812512","https://openalex.org/W2113076747","https://openalex.org/W2117431906","https://openalex.org/W2132167346","https://openalex.org/W2138036661","https://openalex.org/W2977466517","https://openalex.org/W3197494818","https://openalex.org/W6648237178","https://openalex.org/W6721667826"],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2382432689","https://openalex.org/W2000612978","https://openalex.org/W4388110928","https://openalex.org/W1483228865","https://openalex.org/W4292434959"],"abstract_inverted_index":{"The":[0,48],"fuzzy":[1,35,88,121],"c-means":[2,122],"algorithm":[3],"is":[4,37,46,75],"a":[5,40],"useful":[6],"technique":[7],"for":[8,20,34],"clustering":[9,36,89,100,123],"real":[10],"s-dimensional":[11],"data,":[12],"but":[13],"it":[14],"can":[15,113],"not":[16],"be":[17],"directly":[18],"used":[19],"partially":[21],"missing":[22,31,44,55,72,82,115],"data":[23,32,65,68,106],"sets.":[24],"In":[25],"this":[26],"paper,":[27],"the":[28,51,58,61,71,79,85,92,99,103,109,120],"problem":[29],"of":[30,43,54,60,66,81,87,98,102,124],"handling":[33],"considered,":[38],"and":[39,84,96,118],"statistical":[41,52,111],"representation":[42,112],"attributes":[45,56,83,116],"proposed.":[47],"approach":[49],"reduces":[50],"analysis":[53,97],"to":[57,69],"subsets":[59],"dataset":[62],"with":[63],"similar":[64],"incomplete":[67,104,125],"impute":[70],"attributes,":[73],"thus":[74],"helpful":[76],"in":[77],"enhancing":[78],"learning":[80],"performance":[86],"based":[90],"on":[91],"recovered":[93],"data.":[94,126],"Comparisons":[95],"results":[101],"IRIS":[105],"demonstrate":[107],"that":[108],"proposed":[110],"estimate":[114],"rationally":[117],"improve":[119]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
