{"id":"https://openalex.org/W4362653157","doi":"https://doi.org/10.1109/jiot.2023.3264609","title":"An Efficient Architecture for Imputing Distributed Data Sets of IoT Networks","display_name":"An Efficient Architecture for Imputing Distributed Data Sets of IoT Networks","publication_year":2023,"publication_date":"2023-04-05","ids":{"openalex":"https://openalex.org/W4362653157","doi":"https://doi.org/10.1109/jiot.2023.3264609"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3264609","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3264609","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},"type":"article","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/A5100748977","display_name":"Liying Li","orcid":"https://orcid.org/0000-0002-7223-4215"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liying Li","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","Department of Computer Science and Technology, East China Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"Department of Computer Science and Technology, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443391","display_name":"Yinghui Wang","orcid":"https://orcid.org/0000-0002-6275-0777"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinghui Wang","raw_affiliation_strings":["Department of Computer Science and Technology, East China Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101769226","display_name":"Haizhou Wang","orcid":"https://orcid.org/0000-0002-4130-1833"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haizhou Wang","raw_affiliation_strings":["Department of Computer Science and Technology, East China Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031580282","display_name":"Shiyan Hu","orcid":"https://orcid.org/0000-0003-2512-0634"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shiyan Hu","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, Southampton, U.K"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042163232","display_name":"Tongquan Wei","orcid":"https://orcid.org/0000-0002-7421-1711"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tongquan Wei","raw_affiliation_strings":["Department of Computer Science and Technology, East China Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100748977"],"corresponding_institution_ids":["https://openalex.org/I36399199","https://openalex.org/I66867065"],"apc_list":null,"apc_paid":null,"fwci":1.9612,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.8817877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"10","issue":"17","first_page":"15100","last_page":"15114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11448","display_name":"Face recognition and analysis","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.862209677696228},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.6860643029212952},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.6126688718795776},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5091606974601746},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46955281496047974},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.4582272469997406},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4470055103302002},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4332919418811798},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.4250905513763428},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.41765740513801575},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4150243401527405},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25896111130714417},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18143707513809204},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16071441769599915},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.07617893815040588}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.862209677696228},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6860643029212952},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.6126688718795776},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5091606974601746},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46955281496047974},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.4582272469997406},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4470055103302002},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4332919418811798},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.4250905513763428},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.41765740513801575},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4150243401527405},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25896111130714417},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18143707513809204},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16071441769599915},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.07617893815040588},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3264609","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3264609","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4399999976158142,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G7382153672","display_name":null,"funder_award_id":"62272169","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1976364950","https://openalex.org/W1989640178","https://openalex.org/W2034303004","https://openalex.org/W2050767557","https://openalex.org/W2058401212","https://openalex.org/W2064186732","https://openalex.org/W2109927751","https://openalex.org/W2110798204","https://openalex.org/W2125283600","https://openalex.org/W2125389028","https://openalex.org/W2165564908","https://openalex.org/W2166706236","https://openalex.org/W2171629540","https://openalex.org/W2174160981","https://openalex.org/W2327544459","https://openalex.org/W2389800984","https://openalex.org/W2574666645","https://openalex.org/W2750384547","https://openalex.org/W2783894108","https://openalex.org/W2803403013","https://openalex.org/W2896180420","https://openalex.org/W2899730059","https://openalex.org/W2926585089","https://openalex.org/W2944102862","https://openalex.org/W2948868319","https://openalex.org/W2953970516","https://openalex.org/W2954168252","https://openalex.org/W2962932373","https://openalex.org/W2963573392","https://openalex.org/W2963684088","https://openalex.org/W2971516606","https://openalex.org/W2980268796","https://openalex.org/W3017180776","https://openalex.org/W3047304572","https://openalex.org/W3096831136","https://openalex.org/W3103874137","https://openalex.org/W3113276331","https://openalex.org/W3139209346","https://openalex.org/W3197494818","https://openalex.org/W4285525237","https://openalex.org/W4296473573","https://openalex.org/W6631190155","https://openalex.org/W6678815747","https://openalex.org/W6684249991","https://openalex.org/W6685352114","https://openalex.org/W6721667826","https://openalex.org/W6732036568","https://openalex.org/W6743688258","https://openalex.org/W6751145664","https://openalex.org/W6805242536","https://openalex.org/W6843024228"],"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":{"In":[0,68],"the":[1,4,30,39,94,97,129,136,147],"era":[2],"of":[3,6,41,96,149],"Internet":[5],"Things":[7],"(IoT),":[8],"spatially":[9],"distributed":[10,19,61,77,98],"IoT":[11,26,60,78],"devices":[12],"collect":[13],"and":[14,36,144],"store":[15],"data":[16,43,51,58,62,79,99,112,117,127],"in":[17,25,59],"a":[18,83],"fashion":[20],"for":[21,76],"computational":[22],"efficiency.":[23],"However,":[24],"networks,":[27],"due":[28],"to":[29,55,101,141,155],"fragile":[31],"device,":[32],"harsh":[33],"deployment":[34],"environment,":[35],"unreliable":[37],"transmission,":[38],"possibility":[40],"missing":[42,57,104,118],"is":[44],"increasing,":[45],"which":[46],"may":[47],"significantly":[48],"affect":[49],"subsequent":[50],"processing.":[52],"Traditional":[53],"approaches":[54],"impute":[56,103],"sets":[63,100,113],"bring":[64],"huge":[65],"communication":[66],"overheads.":[67],"this":[69],"article,":[70],"we":[71],"develop":[72],"an":[73],"efficient":[74],"architecture":[75,91],"imputation":[80,131,137],"based":[81],"on":[82],"designed":[84],"multidiscriminator":[85],"conditional":[86],"generative":[87],"adversarial":[88],"network.":[89],"The":[90,120],"intelligently":[92],"learns":[93],"characteristics":[95],"accurately":[102],"values.":[105],"Our":[106],"experiments":[107],"are":[108],"performed":[109],"using":[110,125],"three":[111,126],"under":[114],"two":[115],"different":[116],"mechanisms.":[119],"experimental":[121],"results":[122],"demonstrate":[123],"that":[124],"sets,":[128],"proposed":[130],"technique":[132],"can":[133],"drastically":[134],"reduce":[135],"error":[138],"by":[139],"up":[140],"88.66%,":[142],"94.27%,":[143],"95.53%":[145],"at":[146],"premise":[148],"low":[150],"transmission":[151],"cost,":[152],"respectively,":[153],"compared":[154],"five":[156],"state-of-the-art":[157],"methods.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2025-10-10T00:00:00"}
