{"id":"https://openalex.org/W4385485030","doi":"https://doi.org/10.1109/icasspw59220.2023.10192929","title":"Quality-of-Things Based Machine Learning for the MIoT Applications","display_name":"Quality-of-Things Based Machine Learning for the MIoT Applications","publication_year":2023,"publication_date":"2023-06-04","ids":{"openalex":"https://openalex.org/W4385485030","doi":"https://doi.org/10.1109/icasspw59220.2023.10192929"},"language":"en","primary_location":{"id":"doi:10.1109/icasspw59220.2023.10192929","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icasspw59220.2023.10192929","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5039852119","display_name":"Shaymaa Al-Juboori","orcid":"https://orcid.org/0000-0001-5175-736X"},"institutions":[{"id":"https://openalex.org/I897542642","display_name":"University of Plymouth","ror":"https://ror.org/008n7pv89","country_code":"GB","type":"education","lineage":["https://openalex.org/I897542642"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shaymaa Al-Juboori","raw_affiliation_strings":["University of Plymouth,School of Engineering, Computing and Mathematics,Plymouth,United Kingdom,PL4 8AA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Plymouth,School of Engineering, Computing and Mathematics,Plymouth,United Kingdom,PL4 8AA","institution_ids":["https://openalex.org/I897542642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104151275","display_name":"Ah Alnuaimi","orcid":null},"institutions":[{"id":"https://openalex.org/I897542642","display_name":"University of Plymouth","ror":"https://ror.org/008n7pv89","country_code":"GB","type":"education","lineage":["https://openalex.org/I897542642"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ah Alnuaimi","raw_affiliation_strings":["University of Plymouth,School of Engineering, Computing and Mathematics,Plymouth,United Kingdom,PL4 8AA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Plymouth,School of Engineering, Computing and Mathematics,Plymouth,United Kingdom,PL4 8AA","institution_ids":["https://openalex.org/I897542642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091095474","display_name":"Amulya Karaadi","orcid":null},"institutions":[{"id":"https://openalex.org/I897542642","display_name":"University of Plymouth","ror":"https://ror.org/008n7pv89","country_code":"GB","type":"education","lineage":["https://openalex.org/I897542642"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amulya Karaadi","raw_affiliation_strings":["University of Plymouth,School of Engineering, Computing and Mathematics,Plymouth,United Kingdom,PL4 8AA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Plymouth,School of Engineering, Computing and Mathematics,Plymouth,United Kingdom,PL4 8AA","institution_ids":["https://openalex.org/I897542642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046387434","display_name":"Is-Haka Mkwawa","orcid":null},"institutions":[{"id":"https://openalex.org/I897542642","display_name":"University of Plymouth","ror":"https://ror.org/008n7pv89","country_code":"GB","type":"education","lineage":["https://openalex.org/I897542642"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Is-Haka Mkwawa","raw_affiliation_strings":["University of Plymouth,School of Engineering, Computing and Mathematics,Plymouth,United Kingdom,PL4 8AA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Plymouth,School of Engineering, Computing and Mathematics,Plymouth,United Kingdom,PL4 8AA","institution_ids":["https://openalex.org/I897542642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101631859","display_name":"Jianwu Zhang","orcid":"https://orcid.org/0000-0001-8288-8688"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwu Zhang","raw_affiliation_strings":["Hangzhou Dianzi University,School of Communication Engineering,Hangzhou,China,310018"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University,School of Communication Engineering,Hangzhou,China,310018","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101483569","display_name":"Lingfen Sun","orcid":"https://orcid.org/0000-0002-9921-2817"},"institutions":[{"id":"https://openalex.org/I897542642","display_name":"University of Plymouth","ror":"https://ror.org/008n7pv89","country_code":"GB","type":"education","lineage":["https://openalex.org/I897542642"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lingfen Sun","raw_affiliation_strings":["University of Plymouth,School of Engineering, Computing and Mathematics,Plymouth,United Kingdom,PL4 8AA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Plymouth,School of Engineering, Computing and Mathematics,Plymouth,United Kingdom,PL4 8AA","institution_ids":["https://openalex.org/I897542642"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"50","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9750000238418579,"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":0.7266779541969299},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6159443855285645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3941709101200104},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3543691635131836}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7266779541969299},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6159443855285645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3941709101200104},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3543691635131836},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icasspw59220.2023.10192929","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icasspw59220.2023.10192929","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320006","display_name":"Royal Society","ror":"https://ror.org/03wnrjx87"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1509310252","https://openalex.org/W1977185509","https://openalex.org/W2762644836","https://openalex.org/W2766580391","https://openalex.org/W2786113541","https://openalex.org/W2897330119","https://openalex.org/W2921769405","https://openalex.org/W2951244148","https://openalex.org/W2991779680","https://openalex.org/W3099185017","https://openalex.org/W3127185726","https://openalex.org/W3164531790","https://openalex.org/W3211912997","https://openalex.org/W4210241935"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Enhancing":[0],"the":[1,10,14,22,55,62,66],"Quality":[2],"of":[3,13,17,21,57,65,76],"Things":[4,18],"(QoT)":[5],"is":[6,26,79],"urgently":[7],"needed":[8],"given":[9],"rapid":[11],"evolution":[12],"Multimedia":[15],"Internet":[16],"(MIoT).":[19],"One":[20],"challenges":[23],"with":[24,92,111],"MIoT":[25,42,58,83,136],"Acceptable":[27],"QoT.":[28,95],"Achieving":[29],"AQoT":[30,140],"can":[31,53],"optimize":[32],"bandwidth":[33,144],"and":[34,101,114,141,145],"storage":[35,146],"at":[36],"a":[37,82,124],"level":[38],"that":[39,130],"will":[40],"satisfy":[41],"application\u2019s":[43],"minimal":[44],"requirements.":[45],"Intelligent":[46],"systems":[47],"using":[48],"Machine":[49],"Learning":[50],"(ML)":[51],"techniques":[52],"improve":[54],"performance":[56,91],"applications":[59,137],"by":[60],"keeping":[61],"minimum":[63],"requirements":[64],"resources":[67],"which":[68],"are":[69],"necessary":[70],"to":[71,80,88,138],"maintain":[72],"AQoT.":[73],"The":[74,96,117],"aim":[75],"this":[77],"study":[78],"develop":[81],"system":[84],"based":[85,119],"on":[86,120,135],"ML":[87,103,131],"provide":[89],"high":[90],"an":[93],"acceptable":[94],"Gaussian-Naive":[97],"Bayes,":[98],"Fine":[99],"KNN,":[100],"AdaBoost":[102],"algorithms":[104],"were":[105],"investigated":[106],"against":[107],"different":[108],"video":[109],"sequences":[110],"varying":[112],"bitrates":[113],"network":[115],"conditions.":[116],"results":[118],"face":[121],"recognition":[122],"for":[123],"Ring":[125],"Video":[126],"Doorbell":[127],"scenario":[128],"showed":[129],"could":[132],"be":[133],"used":[134],"achieve":[139],"significantly":[142],"reduce":[143],"usage.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}