{"id":"https://openalex.org/W4312288980","doi":"https://doi.org/10.1007/978-3-031-22064-7_24","title":"Handling Missing Data with\u00a0Markov Boundary","display_name":"Handling Missing Data with\u00a0Markov Boundary","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312288980","doi":"https://doi.org/10.1007/978-3-031-22064-7_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-22064-7_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-22064-7_24","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":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Handling_Missing_Data_with_Markov_Boundary/22125536","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090512476","display_name":"Azhar Mohammed","orcid":"https://orcid.org/0000-0002-1549-0773"},"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":"Azhar Mohammed","raw_affiliation_strings":["Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089725610","display_name":"Dang Nguyen","orcid":"https://orcid.org/0000-0002-0401-988X"},"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":"Dang Nguyen","raw_affiliation_strings":["Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102811209","display_name":"Bao Duong","orcid":"https://orcid.org/0000-0001-9850-0270"},"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":"Bao Duong","raw_affiliation_strings":["Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005883516","display_name":"Melanie Nichols","orcid":"https://orcid.org/0000-0002-7834-5899"},"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":"Melanie Nichols","raw_affiliation_strings":["Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100705489","display_name":"Thin Nguyen","orcid":"https://orcid.org/0000-0003-3467-8963"},"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":"Thin Nguyen","raw_affiliation_strings":["Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute (A\u00b2I\u00b2), Deakin University, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5090512476"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47390053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"319","last_page":"333"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9940999746322632,"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":0.9940999746322632,"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":0.9923999905586243,"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":0.9905999898910522,"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/missing-data","display_name":"Missing data","score":0.8901246190071106},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.8607875108718872},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8099948763847351},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.6033074855804443},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5823437571525574},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.5027697086334229},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.4763907790184021},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4609096646308899},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4523925185203552},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.42978060245513916},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10624518990516663}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.8901246190071106},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.8607875108718872},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8099948763847351},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6033074855804443},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5823437571525574},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.5027697086334229},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.4763907790184021},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4609096646308899},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4523925185203552},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.42978060245513916},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10624518990516663},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-22064-7_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-22064-7_24","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"},{"id":"pmh:oai:figshare.com:article/22125536","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Handling_Missing_Data_with_Markov_Boundary/22125536","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,"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":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/22125536","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Handling_Missing_Data_with_Markov_Boundary/22125536","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,"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":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W326090046","https://openalex.org/W1484010841","https://openalex.org/W1571935154","https://openalex.org/W1781481323","https://openalex.org/W1976364950","https://openalex.org/W1991635626","https://openalex.org/W2025768430","https://openalex.org/W2045240677","https://openalex.org/W2049633694","https://openalex.org/W2070550076","https://openalex.org/W2070807660","https://openalex.org/W2072604363","https://openalex.org/W2078339956","https://openalex.org/W2079616103","https://openalex.org/W2096863518","https://openalex.org/W2104157166","https://openalex.org/W2113647589","https://openalex.org/W2130892589","https://openalex.org/W2132862423","https://openalex.org/W2143891888","https://openalex.org/W2146332392","https://openalex.org/W2170299304","https://openalex.org/W2184368648","https://openalex.org/W2342768222","https://openalex.org/W2397013632","https://openalex.org/W2735252542","https://openalex.org/W2785548971","https://openalex.org/W2788592841","https://openalex.org/W2903929244","https://openalex.org/W2924713973","https://openalex.org/W3034856749","https://openalex.org/W3043579284","https://openalex.org/W3122263456","https://openalex.org/W3133879210","https://openalex.org/W3154404459","https://openalex.org/W3159647580","https://openalex.org/W3170657538","https://openalex.org/W3179164182","https://openalex.org/W3179858851","https://openalex.org/W3194624049","https://openalex.org/W4205701142","https://openalex.org/W4229641819","https://openalex.org/W4302423442","https://openalex.org/W6811558849"],"related_works":["https://openalex.org/W2181530120","https://openalex.org/W4211215373","https://openalex.org/W2024529227","https://openalex.org/W1574575415","https://openalex.org/W3144172081","https://openalex.org/W3028371478","https://openalex.org/W2081476516","https://openalex.org/W2581984549","https://openalex.org/W3179858851","https://openalex.org/W3123177881"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
