{"id":"https://openalex.org/W4213052427","doi":"https://doi.org/10.1109/access.2022.3151892","title":"An Improved Imputation Method for Accurate Prediction of Imputed Dataset Based Radon Time Series","display_name":"An Improved Imputation Method for Accurate Prediction of Imputed Dataset Based Radon Time Series","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4213052427","doi":"https://doi.org/10.1109/access.2022.3151892"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3151892","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3151892","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09714415.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09714415.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068498143","display_name":"Adil Aslam Mir","orcid":"https://orcid.org/0000-0002-4183-1519"},"institutions":[{"id":"https://openalex.org/I198068145","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","ror":"https://ror.org/04w9kkr77","country_code":"TR","type":"government","lineage":["https://openalex.org/I198068145"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Adil Aslam Mir","raw_affiliation_strings":["Department of Computer Engineering, Ankara Yıldırım Beyazıt University, Ayvalı, Keçiören, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ankara Yıldırım Beyazıt University, Ayvalı, Keçiören, Turkey","institution_ids":["https://openalex.org/I198068145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103248835","display_name":"Fatih V. \u00c7elebi","orcid":"https://orcid.org/0000-0001-8569-1098"},"institutions":[{"id":"https://openalex.org/I198068145","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","ror":"https://ror.org/04w9kkr77","country_code":"TR","type":"government","lineage":["https://openalex.org/I198068145"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Fatih Vehbi Celebi","raw_affiliation_strings":["Department of Computer Engineering, Ankara Yıldırım Beyazıt University, Ayvalı, Keçiören, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-8569-1098","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ankara Yıldırım Beyazıt University, Ayvalı, Keçiören, Turkey","institution_ids":["https://openalex.org/I198068145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074939034","display_name":"Muhammad Rafique","orcid":"https://orcid.org/0000-0002-5216-9380"},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Rafique","raw_affiliation_strings":["Department of Physics, The University of Azad Jammu and Kashmir, King Abdullah Campus, Chatter Kalas, Muzaffarabad, Azad Kashmir, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-5216-9380","affiliations":[{"raw_affiliation_string":"Department of Physics, The University of Azad Jammu and Kashmir, King Abdullah Campus, Chatter Kalas, Muzaffarabad, Azad Kashmir, Pakistan","institution_ids":["https://openalex.org/I146840658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064562623","display_name":"Lal Hussain","orcid":"https://orcid.org/0000-0003-1103-4938"},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Lal Hussain","raw_affiliation_strings":["Department of Computer Science and Information Technology, The University of Azad Jammu and Kashmir, King Abdullah Campus, Chatter Kalas, Muzaffarabad, Azad Kashmir, Pakistan","The University of Azad Jammu and Kashmir, Neelum Campus, Athmuqam, Azad Kashmir, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-1103-4938","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, The University of Azad Jammu and Kashmir, King Abdullah Campus, Chatter Kalas, Muzaffarabad, Azad Kashmir, Pakistan","institution_ids":["https://openalex.org/I146840658"]},{"raw_affiliation_string":"The University of Azad Jammu and Kashmir, Neelum Campus, Athmuqam, Azad Kashmir, Pakistan","institution_ids":["https://openalex.org/I146840658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049069930","display_name":"Ahmed S. Almasoud","orcid":"https://orcid.org/0000-0002-5026-7227"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ahmed S. Almasoud","raw_affiliation_strings":["Department of Information Systems, College of Computer and Information Sciences, Prince Sultan University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer and Information Sciences, Prince Sultan University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014987654","display_name":"Masoud Alajmi","orcid":"https://orcid.org/0000-0002-1887-6719"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Masoud Alajmi","raw_affiliation_strings":["Department of Computer Engineering, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043871968","display_name":"Fahd N. Al\u2010Wesabi","orcid":"https://orcid.org/0000-0002-4389-4927"},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Fahd N. Al-Wesabi","raw_affiliation_strings":["Department of Computer Science, College of Science and Art at Mahayil, King Khalid University, Abha, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-4389-4927","affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Science and Art at Mahayil, King Khalid University, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091747108","display_name":"Anwer Mustafa Hilal","orcid":"https://orcid.org/0000-0002-4658-8941"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Anwer Mustafa Hilal","raw_affiliation_strings":["Department of Computer and Self Development, Preparatory Year Deanship, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Self Development, Preparatory Year Deanship, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.0918,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.85321373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"10","issue":null,"first_page":"20590","last_page":"20601"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12424","display_name":"Earthquake Detection and Analysis","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12424","display_name":"Earthquake Detection and Analysis","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10946","display_name":"Radioactivity and Radon Measurements","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9842000007629395,"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":0.795770525932312},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.7658848762512207},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.7476121187210083},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.6723657250404358},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.612789511680603},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5032486319541931},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.45157402753829956},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4403952360153198},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.439857542514801},{"id":"https://openalex.org/keywords/mean-absolute-error","display_name":"Mean absolute error","score":0.4159048795700073},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32888150215148926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24077725410461426}],"concepts":[{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.795770525932312},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.7658848762512207},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.7476121187210083},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.6723657250404358},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.612789511680603},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5032486319541931},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.45157402753829956},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4403952360153198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.439857542514801},{"id":"https://openalex.org/C188154048","wikidata":"https://www.wikidata.org/wiki/Q6803609","display_name":"Mean absolute error","level":3,"score":0.4159048795700073},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32888150215148926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24077725410461426}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2022.3151892","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3151892","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09714415.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:f47a119d-9815-4cd2-8f7b-7dc0bd9781dc","is_oa":true,"landing_page_url":"https://avesis.aybu.edu.tr/publication/details/f47a119d-9815-4cd2-8f7b-7dc0bd9781dc/oai","pdf_url":"https://avesis.aybu.edu.tr/publication/details/f47a119d-9815-4cd2-8f7b-7dc0bd9781dc/oai/document.pdf","source":{"id":"https://openalex.org/S7407055213","display_name":"AYBU AVESIS","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:d09adc7d0b5d4494a68e36aa1a9bd140","is_oa":true,"landing_page_url":"https://doaj.org/article/d09adc7d0b5d4494a68e36aa1a9bd140","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 20590-20601 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3151892","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3151892","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09714415.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G4006771868","display_name":null,"funder_award_id":"TURSP-2020/195","funder_id":"https://openalex.org/F4320323722","funder_display_name":"Taif University"},{"id":"https://openalex.org/G4810860417","display_name":null,"funder_award_id":"RGP 1/14/43","funder_id":"https://openalex.org/F4320324433","funder_display_name":"King Khalid University"},{"id":"https://openalex.org/G7299194679","display_name":null,"funder_award_id":"TURSP-2020","funder_id":"https://openalex.org/F4320323722","funder_display_name":"Taif University"}],"funders":[{"id":"https://openalex.org/F4320323722","display_name":"Taif University","ror":"https://ror.org/014g1a453"},{"id":"https://openalex.org/F4320324433","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30"},{"id":"https://openalex.org/F4320327702","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4213052427.pdf","grobid_xml":"https://content.openalex.org/works/W4213052427.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W52443706","https://openalex.org/W81319049","https://openalex.org/W105168457","https://openalex.org/W201343662","https://openalex.org/W864707828","https://openalex.org/W1968862701","https://openalex.org/W1978418644","https://openalex.org/W1979637728","https://openalex.org/W1985686450","https://openalex.org/W1988928148","https://openalex.org/W2000305036","https://openalex.org/W2015983373","https://openalex.org/W2022419826","https://openalex.org/W2023110586","https://openalex.org/W2025358134","https://openalex.org/W2030003868","https://openalex.org/W2041765828","https://openalex.org/W2047345984","https://openalex.org/W2052075521","https://openalex.org/W2062858909","https://openalex.org/W2069747253","https://openalex.org/W2071711644","https://openalex.org/W2081377533","https://openalex.org/W2097814478","https://openalex.org/W2115098571","https://openalex.org/W2123934354","https://openalex.org/W2124127323","https://openalex.org/W2134445957","https://openalex.org/W2157880599","https://openalex.org/W2166561686","https://openalex.org/W2297152540","https://openalex.org/W2491988065","https://openalex.org/W2497008612","https://openalex.org/W2519511183","https://openalex.org/W2726051432","https://openalex.org/W2741502368","https://openalex.org/W2920889959","https://openalex.org/W2952350976","https://openalex.org/W2969059219","https://openalex.org/W2969873370","https://openalex.org/W2995919441","https://openalex.org/W3007800559","https://openalex.org/W3008858141","https://openalex.org/W3011089765","https://openalex.org/W3042103324","https://openalex.org/W3136509633","https://openalex.org/W3163885560","https://openalex.org/W4205671364","https://openalex.org/W6602121422","https://openalex.org/W6603279041","https://openalex.org/W6607747178","https://openalex.org/W6723256159","https://openalex.org/W6726307628"],"related_works":["https://openalex.org/W2181530120","https://openalex.org/W4211215373","https://openalex.org/W2024529227","https://openalex.org/W2055961818","https://openalex.org/W2903115227","https://openalex.org/W1574575415","https://openalex.org/W3144172081","https://openalex.org/W3179858851","https://openalex.org/W2081476516","https://openalex.org/W2581984549"],"abstract_inverted_index":{"This":[0],"article":[1],"primarily":[2],"focuses":[3],"on":[4,197],"the":[5,75,141,155,198,237,248,295],"performance":[6,193,209],"evaluation":[7,210],"of":[8,77,110,157,239,243],"a":[9,108,188,254],"new":[10],"methodology,":[11],"imputation":[12,59,76,89,147],"by":[13,60],"feature":[14,61],"importance":[15,62],"(IBFI),":[16],"to":[17,86,136,153,274,294],"serve":[18],"its":[19,192],"imputed":[20,142,250,264,281,288,297],"dataset":[21,251],"in":[22,74,80,107,268],"further":[23,152],"regression":[24],"scenarios":[25],"when":[26,84,272],"dealing":[27],"with":[28,130,181],"soil":[29],"radon":[30],"gas":[31],"concentration":[32,160],"(SRGC)":[33],"time-series":[34,37],"data.":[35],"The":[36,58,241,257],"data":[38,114],"have":[39,53,149,233],"been":[40,54,65,105,150,185,234],"collected":[41],"spanning":[42],"over":[43],"fourteen(14)":[44],"months":[45],"period,":[46],"which":[47],"included":[48],"four":[49],"seismic":[50],"events,":[51],"and":[52,67,99,125,173,191,203,260,279,286],"used":[55,88,106,151,186],"for":[56,145,236],"experimentation.":[57],"(IBFI)":[63],"has":[64,104,184,252],"experimented":[66],"obtained":[68],"results":[69],"are":[70],"found":[71],"more":[72,269],"efficient":[73,202],"missing":[78,115,120,126],"patterns":[79],"investigated":[81],"time":[82,175,265,282,289,298],"series":[83,266,290],"compared":[85,273],"traditionally":[87],"methods":[90],"viz.":[91,212],"mean,":[92,275],"median,":[93,276],"mode,":[94,277],"predictive":[95],"mean":[96,214,220,224,228],"matching":[97],"(PMM),":[98],"hot-deck":[100,280],"imputation.The":[101],"IBFI":[102,249,263,296],"methodology":[103],"variety":[109],"settings,":[111],"such":[112,167],"as":[113,164,168,187],"not":[116],"at":[117,122,127],"random":[118,123,128],"(MNAR),":[119],"completely":[121],"(MCAR),":[124],"(MAR),":[129],"missingness":[131],"percentages":[132],"ranging":[133],"from":[134],"10%":[135],"30%.":[137],"In":[138],"this":[139],"study,":[140],"datasets,":[143],"9":[144],"each":[146],"method,":[148],"predict":[154],"attribute":[156],"interest":[158],"(radon":[159],"(RN))":[161],"keeping":[162],"others":[163],"independent":[165],"attributes":[166],"thoron,":[169],"temperature,":[170],"relative":[171],"humidity,":[172],"pressure":[174],"series.":[176,283,299],"Support":[177],"vector":[178],"machine":[179],"(SVM)":[180],"linear":[182],"kernel":[183],"learning":[189],"algorithm":[190],"was":[194],"evaluated":[195],"based":[196],"fact":[199],"that":[200,247],"how":[201],"unbiased":[204],"values":[205],"were":[206],"imputed.":[207],"Statistical":[208],"measures":[211],"root":[213,219],"squared":[215,225],"log":[216],"error":[217,222,226,231],"(RMSLE),":[218],"square":[221],"(RMSE),":[223],"(MSE),and":[227],"absolute":[229],"percentage":[230],"(MAPE)":[232],"calculated":[235],"assessment":[238],"performance.":[240],"findings":[242],"our":[244],"study":[245],"show":[246],"provided":[253],"better-fitted":[255],"model.":[256],"model":[258],"generation":[259],"predictions":[261,271],"upon":[262],"result":[267],"accurate":[270],"PMM,":[278],"Furthermore,":[284],"PMM":[285],"median":[287],"also":[291],"perform":[292],"closer":[293]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}