{"id":"https://openalex.org/W1994501940","doi":"https://doi.org/10.1007/s13042-015-0354-5","title":"Information-decomposition-model-based missing value estimation for not missing at random dataset","display_name":"Information-decomposition-model-based missing value estimation for not missing at random dataset","publication_year":2015,"publication_date":"2015-03-29","ids":{"openalex":"https://openalex.org/W1994501940","doi":"https://doi.org/10.1007/s13042-015-0354-5","mag":"1994501940"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-015-0354-5","doi":"https://doi.org/10.1007/s13042-015-0354-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-015-0354-5","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-100","russia-white-list-1"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Information-decomposition-model-based_missing_value_estimation_for_not_missing_at_random_dataset/20806174","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054453684","display_name":"Shigang Liu","orcid":"https://orcid.org/0000-0002-3122-6745","observed_orcids":["https://orcid.org/0000-0002-3122-6745"]},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Shigang Liu","raw_affiliation_strings":["School of Information Technology, Deakin University, Melbourne, VIC, 3125, Australia","Deakin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Melbourne, VIC, 3125, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Deakin University","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101756423","display_name":"Honghua Dai","orcid":"https://orcid.org/0000-0001-9899-7029","observed_orcids":["https://orcid.org/0000-0001-9899-7029"]},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Honghua Dai","raw_affiliation_strings":["School of Information Technology, Deakin University, Melbourne, VIC, 3125, Australia","Deakin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Melbourne, VIC, 3125, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Deakin University","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101666858","display_name":"Min Gan","orcid":"https://orcid.org/0000-0002-6498-9968","observed_orcids":["https://orcid.org/0000-0002-6498-9968"]},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Min Gan","raw_affiliation_strings":["Planning and Institutional Performance Unit, Planning and Governance, La Trobe University, Melbourne, VIC, 3083, Australia","La Trobe University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Planning and Institutional Performance Unit, Planning and Governance, La Trobe University, Melbourne, VIC, 3083, Australia","institution_ids":["https://openalex.org/I196829312"]},{"raw_affiliation_string":"La Trobe University","institution_ids":["https://openalex.org/I196829312"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054453684"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":{"value":3990,"currency":"USD","value_usd":3990},"apc_paid":null,"fwci":0.9937,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.80787918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"9","issue":"1","first_page":"85","last_page":"95"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.7113999724388123,"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":0.7113999724388123,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.09220000356435776,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.033900000154972076,"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-imputation","display_name":"missing data imputation","score":0.8489999771118164},{"id":"https://openalex.org/keywords/information-decomposition","display_name":"information decomposition","score":0.8370000123977661},{"id":"https://openalex.org/keywords/fuzzy-membership-functions","display_name":"fuzzy membership functions","score":0.9380000233650208},{"id":"https://openalex.org/keywords/missing-data","display_name":"missing data","score":0.671999990940094},{"id":"https://openalex.org/keywords/missing-data-estimation","display_name":"missing data estimation","score":0.5609999895095825}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.9375513792037964},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.7883819937705994},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5971245765686035},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5750963687896729},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.43258509039878845},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4314824342727661},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.42946183681488037},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4096003770828247},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3682122230529785},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.300875186920166},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2888513207435608},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2791707515716553}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s13042-015-0354-5","doi":"https://doi.org/10.1007/s13042-015-0354-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-015-0354-5","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-100","russia-white-list-1"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/20806174","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Information-decomposition-model-based_missing_value_estimation_for_not_missing_at_random_dataset/20806174","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:researchbank.swinburne.edu.au:0c5507c9-fbd0-42bc-b22a-f896f594419e/1","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/449603","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne figshare (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Machine Learning and Cybernetics, Vol. 9, no. 1 (Mar 2015), pp. 85-95","raw_type":null}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20806174","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Information-decomposition-model-based_missing_value_estimation_for_not_missing_at_random_dataset/20806174","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W97256294","https://openalex.org/W1567694985","https://openalex.org/W1591638896","https://openalex.org/W1598553907","https://openalex.org/W1730193065","https://openalex.org/W1839587738","https://openalex.org/W1976544612","https://openalex.org/W1977185509","https://openalex.org/W1984622051","https://openalex.org/W1988176704","https://openalex.org/W2010154271","https://openalex.org/W2027499598","https://openalex.org/W2028494354","https://openalex.org/W2037836788","https://openalex.org/W2042934584","https://openalex.org/W2044758663","https://openalex.org/W2044814316","https://openalex.org/W2049633694","https://openalex.org/W2050762021","https://openalex.org/W2053577305","https://openalex.org/W2096740036","https://openalex.org/W2096863518","https://openalex.org/W2100358124","https://openalex.org/W2101416352","https://openalex.org/W2101800985","https://openalex.org/W2106372057","https://openalex.org/W2111104102","https://openalex.org/W2112280891","https://openalex.org/W2114933215","https://openalex.org/W2118502261","https://openalex.org/W2123170466","https://openalex.org/W2124732843","https://openalex.org/W2128372630","https://openalex.org/W2145142228","https://openalex.org/W2146944094","https://openalex.org/W2147382330","https://openalex.org/W2154534198","https://openalex.org/W2156825906","https://openalex.org/W2158231134","https://openalex.org/W2168622268","https://openalex.org/W2171118759","https://openalex.org/W2174160981","https://openalex.org/W2210833864","https://openalex.org/W2480680997","https://openalex.org/W2487226193","https://openalex.org/W2504480605","https://openalex.org/W2912565176","https://openalex.org/W2982720039","https://openalex.org/W4211007335"],"related_works":["https://openalex.org/W2073484435","https://openalex.org/W2980702716","https://openalex.org/W3043406006","https://openalex.org/W4414385385","https://openalex.org/W2050767557","https://openalex.org/W7162406020","https://openalex.org/W2407180081","https://openalex.org/W4401946523","https://openalex.org/W4395444130","https://openalex.org/W1993573242"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2016-06-24T00:00:00"}