{"id":"https://openalex.org/W3003416303","doi":"https://doi.org/10.1007/978-981-15-2810-1_51","title":"Impact of Dimension and Sample Size on the Performance of Imputation Methods","display_name":"Impact of Dimension and Sample Size on the Performance of Imputation Methods","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3003416303","doi":"https://doi.org/10.1007/978-981-15-2810-1_51","mag":"3003416303"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-15-2810-1_51","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-2810-1_51","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10072/392635","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049821092","display_name":"Yanjun Cui","orcid":"https://orcid.org/0000-0002-5127-8489"},"institutions":[{"id":"https://openalex.org/I4210147114","display_name":"Hebei Academy of Sciences","ror":"https://ror.org/03xqveg17","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210147114"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjun Cui","raw_affiliation_strings":["Hebei Academy of Sciences, Institute of Applied Mathematics, Shijiazhuang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebei Academy of Sciences, Institute of Applied Mathematics, Shijiazhuang, China","institution_ids":["https://openalex.org/I4210147114"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018666047","display_name":"Junhu Wang","orcid":"https://orcid.org/0000-0003-2962-1604"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]},{"id":"https://openalex.org/I4210147114","display_name":"Hebei Academy of Sciences","ror":"https://ror.org/03xqveg17","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210147114"]}],"countries":["AU","CN"],"is_corresponding":true,"raw_author_name":"Junhu Wang","raw_affiliation_strings":["Griffith University, Gold Coast Campus, Southport, Australia","Hebei Academy of Sciences, Institute of Applied Mathematics, Shijiazhuang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Griffith University, Gold Coast Campus, Southport, Australia","institution_ids":["https://openalex.org/I11701301"]},{"raw_affiliation_string":"Hebei Academy of Sciences, Institute of Applied Mathematics, Shijiazhuang, China","institution_ids":["https://openalex.org/I4210147114"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018666047"],"corresponding_institution_ids":["https://openalex.org/I11701301","https://openalex.org/I4210147114"],"apc_list":null,"apc_paid":null,"fwci":1.2177,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73819387,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"538","last_page":"549"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9947999715805054,"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/imputation","display_name":"Imputation (statistics)","score":0.931047797203064},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.8287636041641235},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6679851412773132},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5202880501747131},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5122920274734497},{"id":"https://openalex.org/keywords/sample-size-determination","display_name":"Sample size determination","score":0.5065363645553589},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45558154582977295},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4325534999370575},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.38158565759658813},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16083452105522156},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.13050192594528198},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10002455115318298}],"concepts":[{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.931047797203064},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.8287636041641235},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6679851412773132},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5202880501747131},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5122920274734497},{"id":"https://openalex.org/C129848803","wikidata":"https://www.wikidata.org/wiki/Q2564360","display_name":"Sample size determination","level":2,"score":0.5065363645553589},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45558154582977295},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4325534999370575},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.38158565759658813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16083452105522156},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.13050192594528198},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10002455115318298},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-981-15-2810-1_51","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-2810-1_51","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/392635","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/392635","pdf_url":null,"source":{"id":"https://openalex.org/S7407064376","display_name":"Griffith Research Online","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference output"}],"best_oa_location":{"id":"pmh:oai:research-repository.griffith.edu.au:10072/392635","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/392635","pdf_url":null,"source":{"id":"https://openalex.org/S7407064376","display_name":"Griffith Research Online","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference output"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W273955616","https://openalex.org/W1130741853","https://openalex.org/W1554944419","https://openalex.org/W1571935154","https://openalex.org/W1575769521","https://openalex.org/W1596717185","https://openalex.org/W1598553907","https://openalex.org/W1905216713","https://openalex.org/W1919216911","https://openalex.org/W1930624869","https://openalex.org/W2001388444","https://openalex.org/W2014374971","https://openalex.org/W2018407943","https://openalex.org/W2019381370","https://openalex.org/W2036338214","https://openalex.org/W2044758663","https://openalex.org/W2046143776","https://openalex.org/W2081496269","https://openalex.org/W2094589433","https://openalex.org/W2096863518","https://openalex.org/W2100358124","https://openalex.org/W2103972604","https://openalex.org/W2111104102","https://openalex.org/W2113559481","https://openalex.org/W2115336678","https://openalex.org/W2125282910","https://openalex.org/W2130347324","https://openalex.org/W2131472136","https://openalex.org/W2134843796","https://openalex.org/W2141019052","https://openalex.org/W2149765350","https://openalex.org/W2162210260","https://openalex.org/W2171118759","https://openalex.org/W2173605745","https://openalex.org/W2174160981","https://openalex.org/W2278972578","https://openalex.org/W2480680997","https://openalex.org/W2481103387","https://openalex.org/W2510090379","https://openalex.org/W2558281100","https://openalex.org/W2606436201","https://openalex.org/W2787894218","https://openalex.org/W2799494295","https://openalex.org/W2799836193","https://openalex.org/W4232383088"],"related_works":["https://openalex.org/W2181530120","https://openalex.org/W4211215373","https://openalex.org/W2024529227","https://openalex.org/W2055961818","https://openalex.org/W1574575415","https://openalex.org/W3144172081","https://openalex.org/W3179858851","https://openalex.org/W3028371478","https://openalex.org/W2081476516","https://openalex.org/W2581984549"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-09-02T18:50:13.731487","created_date":"2025-10-10T00:00:00"}
