{"id":"https://openalex.org/W2167546040","doi":"https://doi.org/10.1007/978-3-540-25929-9_70","title":"Towards Missing Data Imputation: A Study of Fuzzy K-means Clustering Method","display_name":"Towards Missing Data Imputation: A Study of Fuzzy K-means Clustering Method","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W2167546040","doi":"https://doi.org/10.1007/978-3-540-25929-9_70","mag":"2167546040"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-25929-9_70","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-25929-9_70","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5100380815","display_name":"Dan Li","orcid":"https://orcid.org/0000-0003-4826-9423"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dan Li","raw_affiliation_strings":["Department of Computer Science & Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68588-0115, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68588-0115, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071975084","display_name":"Jitender S. Deogun","orcid":"https://orcid.org/0000-0001-6402-2549"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jitender Deogun","raw_affiliation_strings":["Department of Computer Science & Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68588-0115, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68588-0115, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110837143","display_name":"William D. Spaulding","orcid":null},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Spaulding","raw_affiliation_strings":["Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE, 68588-0308, USA"],"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE, 68588-0308, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018291918","display_name":"Bill Shuart","orcid":null},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bill Shuart","raw_affiliation_strings":["Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE, 68588-0308, USA"],"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE, 68588-0308, USA","institution_ids":["https://openalex.org/I114395901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100380815"],"corresponding_institution_ids":["https://openalex.org/I114395901"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8941,"has_fulltext":false,"cited_by_count":211,"citation_normalized_percentile":{"value":0.75080128,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"573","last_page":"579"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9991999864578247,"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":0.9991999864578247,"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":0.996999979019165,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9940999746322632,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8114656209945679},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.7636220455169678},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7534324526786804},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.7484955787658691},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.6912558078765869},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.5734787583351135},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4968865215778351},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.4631117880344391},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43950513005256653},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4292048215866089},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.41182124614715576},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33643069863319397}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8114656209945679},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7636220455169678},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7534324526786804},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.7484955787658691},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.6912558078765869},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.5734787583351135},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4968865215778351},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.4631117880344391},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43950513005256653},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4292048215866089},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.41182124614715576},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33643069863319397}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-25929-9_70","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-25929-9_70","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2044758663","https://openalex.org/W2049633694","https://openalex.org/W2136753665","https://openalex.org/W2151605940","https://openalex.org/W2157542847","https://openalex.org/W2313407065"],"related_works":["https://openalex.org/W2361242132","https://openalex.org/W2353443653","https://openalex.org/W2892323093","https://openalex.org/W2374506950","https://openalex.org/W2358058270","https://openalex.org/W2383030695","https://openalex.org/W3140018618","https://openalex.org/W2596632494","https://openalex.org/W2556490192","https://openalex.org/W3071522575"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":29},{"year":2020,"cited_by_count":26},{"year":2019,"cited_by_count":25},{"year":2018,"cited_by_count":22},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":12},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":6}],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2025-10-10T00:00:00"}