{"id":"https://openalex.org/W2142138253","doi":"https://doi.org/10.5391/ijfis.2004.4.1.119","title":"Sparse Data Cleaning using Multiple Imputations","display_name":"Sparse Data Cleaning using Multiple Imputations","publication_year":2004,"publication_date":"2004-06-01","ids":{"openalex":"https://openalex.org/W2142138253","doi":"https://doi.org/10.5391/ijfis.2004.4.1.119","mag":"2142138253"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.5391/ijfis.2004.4.1.119","pdf_url":"http://koreascience.or.kr:80/article/JAKO200411922352763.pdf","source":{"id":"https://openalex.org/S4210177700","display_name":"International Journal of Fuzzy Logic and Intelligent Systems","issn_l":"1598-2645","issn":["1598-2645","2093-744X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://koreascience.or.kr:80/article/JAKO200411922352763.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016293435","display_name":"Sunghae Jun","orcid":"https://orcid.org/0000-0003-1961-0055"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sung-Hae Jun","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100621700","display_name":"Seung-Joo Lee","orcid":"https://orcid.org/0000-0002-9485-3121"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seung-Joo Lee","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5014690716","display_name":"Kyung-Whan Oh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kyung-Whan Oh","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.004,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.434179,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":79,"max":80},"biblio":{"volume":"4","issue":"1","first_page":"119","last_page":"124"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9984,"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"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9984,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9802,"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":0.9795,"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/imputation","display_name":"Imputation (statistics)","score":0.65274024},{"id":"https://openalex.org/keywords/hyperlink","display_name":"Hyperlink","score":0.6147383}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7763192},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.65274024},{"id":"https://openalex.org/C30088001","wikidata":"https://www.wikidata.org/wiki/Q102014","display_name":"Hyperlink","level":3,"score":0.6147383},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.53846514},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.50935376},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.49033928},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34774518},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.27992135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23276696},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.18575612},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15661842}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.5391/ijfis.2004.4.1.119","pdf_url":"http://koreascience.or.kr:80/article/JAKO200411922352763.pdf","source":{"id":"https://openalex.org/S4210177700","display_name":"International Journal of Fuzzy Logic and Intelligent Systems","issn_l":"1598-2645","issn":["1598-2645","2093-744X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.5391/ijfis.2004.4.1.119","pdf_url":"http://koreascience.or.kr:80/article/JAKO200411922352763.pdf","source":{"id":"https://openalex.org/S4210177700","display_name":"International Journal of Fuzzy Logic and Intelligent Systems","issn_l":"1598-2645","issn":["1598-2645","2093-744X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":1,"referenced_works":["https://openalex.org/W2026015211"],"related_works":["https://openalex.org/W4211215373","https://openalex.org/W3179858851","https://openalex.org/W3144172081","https://openalex.org/W3028371478","https://openalex.org/W2581984549","https://openalex.org/W2181530120","https://openalex.org/W2081476516","https://openalex.org/W2055961818","https://openalex.org/W2024529227","https://openalex.org/W1574575415"],"abstract_inverted_index":{"Real":[0],"data":[1,46,85,99,107],"as":[2,75],"web":[3,23,34,45,84],"log":[4,24],"file":[5],"tend":[6],"to":[7,13,50,86],"be":[8,40,91],"incomplete.":[9],"But":[10],"we":[11],"have":[12],"find":[14],"useful":[15,27,93],"knowledge":[16,54,97],"from":[17,98],"these":[18],"for":[19,52,95],"optimal":[20],"decision.":[21],"In":[22],"data,":[25],"many":[26],"things":[28],"which":[29],"are":[30,61],"hyperlink":[31],"information":[32],"and":[33],"usages":[35],"of":[36,44,106,113],"connected":[37],"users":[38],"may":[39,90],"found.":[41],"The":[42,103],"size":[43],"is":[47,116],"too":[48],"huge":[49],"use":[51],"effective":[53],"discovery.":[55],"To":[56],"make":[57],"matters":[58],"worse,":[59],"they":[60],"very":[62],"sparse.":[63],"We":[64,118],"overcome":[65],"this":[66],"sparse":[67],"problem":[68],"using":[69,124],"Markov":[70],"Chain":[71],"Monte":[72],"Carlo":[73],"method":[74],"multiple":[76],"imputations.":[77],"This":[78],"missing":[79],"value":[80],"imputation":[81,115],"changes":[82],"spare":[83],"complete.":[87],"Our":[88],"study":[89],"a":[92],"tool":[94],"discovering":[96],"set":[100],"with":[101],"sparseness.":[102],"more":[104],"sparseness":[105],"in":[108],"increased,":[109],"the":[110],"better":[111],"performance":[112],"MCMC":[114],"good.":[117],"verified":[119],"our":[120],"work":[121],"by":[122],"experiments":[123],"UCI":[125],"machine":[126],"learning":[127],"repository":[128],"data.":[129]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2142138253","counts_by_year":[],"updated_date":"2024-12-10T08:34:23.823626","created_date":"2016-06-24"}